{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3503,"total_is_capped":false,"direct_labels_cover":20,"predictions_cover":3503,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"37f138c27e33","filters":{"topic":"Maternal Mental Health During Pregnancy and Postpartum"}},"results":[{"id":"W2116505587","doi":"10.1016/j.genhosppsych.2004.02.006","title":"Antenatal risk factors for postpartum depression: a synthesis of recent literature","year":2004,"lang":"en","type":"review","venue":"General Hospital Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1896,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; Women's College Hospital; University Health Network","funders":"","keywords":"Postpartum depression; Socioeconomic status; Critical appraisal; Pregnancy; Depression (economics); Anxiety; Social support; Psychiatry; Antenatal depression; Edinburgh Postnatal Depression Scale; Psychology; Postpartum period; Systematic review; Mental health; Medicine; Clinical psychology; MEDLINE; Population; Alternative medicine; Depressive symptoms; Environmental health; Psychotherapist","authors":[{"name":"Emma Robertson","is_ca":true},{"name":"Sherry L. Grace","is_ca":true},{"name":"Tamara Wallington","is_ca":true},{"name":"Donna E. Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02228749588180677,"gpt":0.3265176409415351,"spread":0.3042301450597283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718157,0.000916218,0.004460771,0.004532658,0.0002527167,0.001567368,0.001147308,0.001194015,0.003042466],"category_scores_gemma":[0.003837433,0.0005380363,0.00160513,0.006948604,0.0003717788,0.001338429,0.0006764476,0.0008473336,0.0002901783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008819369,"about_ca_system_score_gemma":0.002342158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006687458,"about_ca_topic_score_gemma":0.01888969,"domain_scores_codex":[0.9994667,0.00008429702,0.0002110743,0.00008350775,0.000123794,0.00003056902],"domain_scores_gemma":[0.9970978,0.002091947,0.0005080168,0.00002758535,0.0002170857,0.00005756939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003839353,0.00009670066,0.003656634,0.4614961,0.002655604,0.0006582313,0.0003482419,0.0002958027,0.0005644317,0.0005232027,0.0104148,0.5189062],"study_design_scores_gemma":[0.0003846361,0.0006168394,0.06120138,0.5822443,0.03712235,0.006238208,0.001831565,0.000374233,0.0005464384,0.00147187,0.3078081,0.000160034],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002202806,0.9995114,0.00002249643,0.00009231123,0.00003826539,0.000005777612,0.00003798256,9.361418e-7,0.00007061626],"genre_scores_gemma":[0.0009630817,0.9988137,0.00007591815,0.00006449458,0.00003260317,0.000006042413,0.00002179429,2.490755e-7,0.00002207068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006687458,"threshold_uncertainty_score":0.01329708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325315748","doi":"10.1097/01.aog.0000116689.75396.5f","title":"Prevalence of Depression During Pregnancy: Systematic Review","year":2004,"lang":"en","type":"review","venue":"Obstetrics and Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1745,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Funnel plot; Checklist; Beck Depression Inventory; Depression (economics); Confidence interval; Meta-analysis; CINAHL; Observational study; MEDLINE; Publication bias; Selection bias; Pregnancy; Cochrane Library; Psychiatry; Obstetrics; Internal medicine; Psychological intervention; Psychology","authors":[{"name":"Heather A. Bennett","is_ca":true},{"name":"Adrienne Einarson","is_ca":false},{"name":"Anna Taddio","is_ca":false},{"name":"Gideon Koren","is_ca":false},{"name":"Thomas R. Einarson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061071178400247,"gpt":0.3302759107482494,"spread":0.2996651989642469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01099531,0.001662745,0.009728287,0.01067313,0.0005581734,0.002765332,0.00190846,0.001730139,0.0037892],"category_scores_gemma":[0.04534825,0.001409903,0.007493858,0.01284231,0.0009773322,0.002642003,0.001571738,0.001234212,0.0002557383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00427592,"about_ca_system_score_gemma":0.009608413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008226467,"about_ca_topic_score_gemma":0.02038009,"domain_scores_codex":[0.9888617,0.003377553,0.004522091,0.001040403,0.001945868,0.0002523533],"domain_scores_gemma":[0.9650195,0.02259131,0.009397381,0.0004628095,0.002273831,0.0002551363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001827905,0.000009329196,0.001530367,0.9695748,0.01172962,0.00008278798,0.0001177697,0.00007732563,0.00008059833,0.00008323883,0.000852045,0.01567937],"study_design_scores_gemma":[0.0003277309,0.0002227966,0.01152912,0.8693871,0.1081762,0.0006661363,0.0002404927,0.0001089141,0.0001504797,0.000227578,0.008923045,0.00004041721],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001166848,0.9976501,0.0001120604,0.0001645311,0.00007363853,0.0002791906,0.0004145817,0.000007823989,0.0001312083],"genre_scores_gemma":[0.02247586,0.9752474,0.000626013,0.0004044076,0.00009669003,0.0007276963,0.0003189608,0.000005715977,0.00009729934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01099531,"threshold_uncertainty_score":0.05814946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596338372","doi":"10.1192/bjp.bp.116.187179","title":"Prevalence of antenatal and postnatal anxiety: Systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"The British Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1499,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"University of Toronto; World Bank Group","keywords":"Anxiety; Medicine; Meta-analysis; PsycINFO; Prevalence; MEDLINE; Anxiety disorder; Pregnancy; Pediatrics; Psychiatry; Obstetrics; Epidemiology; Internal medicine","authors":[{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Kobra Falah‐Hassani","is_ca":true},{"name":"Rahman Shiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06855413747900968,"gpt":0.3754797721606805,"spread":0.3069256346816708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01618227,0.003551449,0.01990355,0.009165876,0.0006780389,0.003788458,0.002699845,0.002330467,0.004618994],"category_scores_gemma":[0.0485235,0.001974809,0.0401398,0.008164087,0.0008947264,0.00237567,0.001918542,0.002287656,0.0003407052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576795,"about_ca_system_score_gemma":0.00467216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008898926,"about_ca_topic_score_gemma":0.02045091,"domain_scores_codex":[0.9878251,0.005314117,0.003832849,0.001206116,0.001461555,0.0003600905],"domain_scores_gemma":[0.9697777,0.02305548,0.004481717,0.0006727512,0.001764167,0.0002482145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008741198,0.00002423694,0.002193177,0.6126473,0.3696537,0.0001052933,0.00008964244,0.0004040191,0.0001144186,0.0001326338,0.0006825415,0.013079],"study_design_scores_gemma":[0.0004007378,0.0001508096,0.003103502,0.0624104,0.9314197,0.000149018,0.00004691348,0.0001505497,0.00009775194,0.0002127434,0.001833484,0.00002439633],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001608441,0.9970276,0.0003516535,0.0001389632,0.0000883089,0.0002427241,0.000360239,0.00001943381,0.0001627032],"genre_scores_gemma":[0.06210456,0.9329622,0.00213738,0.0006254034,0.0002049001,0.001183558,0.0005576749,0.00002343518,0.0002009366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01990355,"threshold_uncertainty_score":0.08558106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091973982","doi":"10.1016/s0140-6736(14)61276-9","title":"Non-psychotic mental disorders in the perinatal period","year":2014,"lang":"en","type":"review","venue":"The Lancet","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1316,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Psychological intervention; Medicine; Psychiatry; Psychosocial; Mental health; Pregnancy; Perinatal period; Breastfeeding; Medical prescription; Epidemiology; Pediatrics","authors":[{"name":"Louise M. Howard","is_ca":false},{"name":"Emma Molyneaux","is_ca":false},{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Tamsen Rochat","is_ca":false},{"name":"Alan Stein","is_ca":false},{"name":"Jeannette Milgrom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04373822909926115,"gpt":0.3731739715375149,"spread":0.3294357424382537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008106193,0.0007555237,0.001974053,0.002886335,0.000259588,0.001078093,0.0008658544,0.001082097,0.005096631],"category_scores_gemma":[0.00242721,0.0003423684,0.0009405817,0.003485307,0.0004220657,0.0008200103,0.0009719673,0.001308821,0.0007079516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000331,"about_ca_system_score_gemma":0.002766549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005866979,"about_ca_topic_score_gemma":0.01534107,"domain_scores_codex":[0.9996674,0.00007793944,0.00007715898,0.0000397788,0.0001021726,0.0000356529],"domain_scores_gemma":[0.9985647,0.0009464349,0.0002881619,0.0000184594,0.000111951,0.00007036668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001343807,0.00004932498,0.0004132554,0.1358729,0.000633851,0.0001900548,0.00008717471,0.0001829856,0.000344052,0.001275061,0.02211083,0.8387063],"study_design_scores_gemma":[0.0002123404,0.0002312492,0.009546344,0.1951626,0.004059863,0.002594636,0.000519624,0.00009838774,0.0002773156,0.002592644,0.7846453,0.00005970096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003769541,0.9995196,0.00001009557,0.0001182614,0.00008752092,0.000002194791,0.0000132767,0.000001059245,0.0002104234],"genre_scores_gemma":[0.0004032074,0.9993362,0.00002633923,0.00008693293,0.0000604643,0.00000261161,0.0000100006,3.045609e-7,0.0000739899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005866979,"threshold_uncertainty_score":0.01704997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739853256","doi":"10.1016/j.neubiorev.2017.07.003","title":"Prenatal developmental origins of behavior and mental health: The influence of maternal stress in pregnancy","year":2017,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Offspring; Prenatal stress; Neurocognitive; Pregnancy; Psychology; Stressor; Gestation; Temperament; Developmental psychology; Cognition; Neuroscience; Biology","authors":[{"name":"Bea Van den Bergh","is_ca":false},{"name":"Marion I. van den Heuvel","is_ca":false},{"name":"Marius Lahti‐Pulkkinen","is_ca":false},{"name":"Marijke Braeken","is_ca":false},{"name":"Susanne R. de Rooij","is_ca":false},{"name":"Sonja Entringer","is_ca":false},{"name":"Dirk Hoyer","is_ca":false},{"name":"Tessa J. Roseboom","is_ca":false},{"name":"Katri Räikkönen","is_ca":false},{"name":"Suzanne King","is_ca":true},{"name":"Matthias Schwab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.162938010252678,"gpt":0.4422797320613328,"spread":0.2793417218086547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006617227,0.0006188998,0.001138577,0.001212502,0.0002587938,0.001064186,0.0007441098,0.0008635144,0.002195662],"category_scores_gemma":[0.001042741,0.000217688,0.0003761013,0.001457642,0.0006063025,0.0008265317,0.0007556727,0.001214235,0.0005484324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005889325,"about_ca_system_score_gemma":0.001680591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003646895,"about_ca_topic_score_gemma":0.004562199,"domain_scores_codex":[0.9998463,0.00003280538,0.00002009346,0.00003269619,0.00005079427,0.00001723913],"domain_scores_gemma":[0.9995757,0.0002416175,0.00006550295,0.00001013164,0.00007060169,0.00003641463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009748802,0.00009383739,0.001714153,0.01706344,0.0002266876,0.0002717762,0.0002060895,0.0003356955,0.001805822,0.004437524,0.01136535,0.9623821],"study_design_scores_gemma":[0.00002278051,0.0001594511,0.01969901,0.01470904,0.0004403095,0.00223636,0.000505414,0.0001106447,0.0006840184,0.00457994,0.9568024,0.00005060221],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001661145,0.9992467,0.00003422272,0.0001983407,0.00006289926,0.000001379703,0.00001072382,0.000001514503,0.0002780387],"genre_scores_gemma":[0.0006490158,0.9991279,0.0000340513,0.00003674432,0.00006380035,0.000001563591,0.000006540593,3.436467e-7,0.00008004402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003646895,"threshold_uncertainty_score":0.0073452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046762513","doi":"10.1016/j.jad.2020.07.126","title":"Elevated depression and anxiety symptoms among pregnant individuals during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1043,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Anxiety; Depression (economics); Stressor; Pregnancy; Psychiatry; Medicine; Pandemic; Social support; Distress; Social isolation; Clinical psychology; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","authors":[{"name":"Catherine Lebel","is_ca":true},{"name":"Anna MacKinnon","is_ca":true},{"name":"Mercedes Bagshawe","is_ca":true},{"name":"Lianne Tomfohr‐Madsen","is_ca":true},{"name":"Gerald F. Giesbrecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01591898775891403,"gpt":0.2936448997926111,"spread":0.2777259120336971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003056183,0.0001430816,0.0002034107,0.000309358,0.0006203463,0.000702574,0.0002488035,0.0005793055,0.001106363],"category_scores_gemma":[0.002332943,0.0002837916,0.0002259373,0.0004144931,0.000251181,0.0003926058,0.0005788479,0.001042556,0.0001001631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311053,"about_ca_system_score_gemma":0.0006082573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02540873,"about_ca_topic_score_gemma":0.04314894,"domain_scores_codex":[0.999674,0.00008181485,0.00002928937,0.00004902203,0.00004962492,0.0001163485],"domain_scores_gemma":[0.9994198,0.00007383511,0.0002404597,0.00002358872,0.00005496135,0.0001874845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001016945,0.00003627553,0.9952296,0.00001526385,0.00003073099,0.0003398172,0.0008164816,0.00002474757,0.0003329015,0.00003882757,0.0003326482,0.002701024],"study_design_scores_gemma":[0.000001712631,0.00002831573,0.9982168,0.0000157772,0.000006278971,0.0001547602,0.001388481,0.00003370831,0.00001674649,0.00001634297,0.0001180173,0.000002967999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973472,0.0003349248,0.00003487295,0.000436726,0.00002986268,0.00001867711,0.0003824049,0.000002412046,0.001412807],"genre_scores_gemma":[0.9992624,0.0002439482,0.00003871607,0.0001308437,0.00001722395,0.00001255686,0.0001414663,0.000001042102,0.000151779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02540873,"threshold_uncertainty_score":0.05052167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612872172","doi":"10.3389/fpsyg.2017.00839","title":"Parenting Stress, Mental Health, Dyadic Adjustment: A Structural Equation Model","year":2017,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1011,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ontario Institute for Regenerative Medicine; Ministero dell’Istruzione, dell’Università e della Ricerca; Università degli Studi di Cagliari","keywords":"Psychology; Structural equation modeling; Mental health; Partner effects; Anxiety; Developmental psychology; Mediation; Clinical psychology; Scale (ratio); Stress (linguistics); Depressive symptoms; Psychiatry","authors":[{"name":"Luca Rollè","is_ca":false},{"name":"Laura Elvira Prino","is_ca":false},{"name":"Cristina Sechi","is_ca":false},{"name":"Laura Vismara","is_ca":false},{"name":"Erica Neri","is_ca":false},{"name":"Concetta Polizzi","is_ca":false},{"name":"Annamaria Trovato","is_ca":false},{"name":"Barbara Volpi","is_ca":false},{"name":"Sara Molgora","is_ca":false},{"name":"Valentina Fenaroli","is_ca":false},{"name":"E Ierardi","is_ca":false},{"name":"Valentino Ferro","is_ca":false},{"name":"Loredana Lucarelli","is_ca":false},{"name":"Francesca Agostini","is_ca":false},{"name":"Renata Tambelli","is_ca":false},{"name":"Emanuela Saita","is_ca":false},{"name":"C Riva Crugnola","is_ca":false},{"name":"Piera Brustia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04415193377700347,"gpt":0.3754033243068005,"spread":0.331251390529797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004487045,0.001411191,0.001315909,0.001582646,0.001179527,0.001868651,0.00228482,0.001483093,0.003947827],"category_scores_gemma":[0.009277655,0.001027745,0.001685604,0.002321831,0.0009274013,0.001762932,0.002180174,0.002467538,0.0004408294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707659,"about_ca_system_score_gemma":0.00315093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02894998,"about_ca_topic_score_gemma":0.02176255,"domain_scores_codex":[0.9965712,0.00254434,0.00009916098,0.0003434976,0.0002087912,0.0002330776],"domain_scores_gemma":[0.9966871,0.002252392,0.0004795627,0.0001356591,0.0001989311,0.000246459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008279886,0.002105904,0.881703,0.0004096307,0.003616738,0.001078264,0.00782345,0.0471397,0.0006092906,0.01477904,0.006141124,0.03376593],"study_design_scores_gemma":[0.0006165901,0.001636499,0.3042603,0.0007976717,0.002235753,0.0008987103,0.006167304,0.6418052,0.0002191153,0.0357423,0.005468728,0.0001517701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565304,0.002002168,0.03114658,0.005109475,0.0001783938,0.0004171157,0.001710105,0.0002341023,0.002671732],"genre_scores_gemma":[0.9861065,0.0009775114,0.01039187,0.000179085,0.00004796155,0.0004421783,0.0009110834,0.00001893333,0.0009248159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02894998,"threshold_uncertainty_score":0.05756295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021198033","doi":"10.1007/s00737-003-0024-6","title":"The effect of postpartum depression on child cognitive development and behavior: A review and critical analysis of the literature","year":2003,"lang":"en","type":"review","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":923,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"CINAHL; Postpartum depression; PsycINFO; Cognitive development; Depression (economics); MEDLINE; Medicine; Psychology; Cognition; Developmental psychology; Child development; Social support; Pediatrics; Psychiatry; Clinical psychology; Pregnancy; Psychotherapist; Psychological intervention","authors":[{"name":"Sherry L. Grace","is_ca":true},{"name":"A. Evindar","is_ca":true},{"name":"Donna E. Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01391692560559675,"gpt":0.3599452008017015,"spread":0.3460282751961047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003514847,0.0008636733,0.004394487,0.004105714,0.0003405118,0.001258725,0.001569178,0.001188293,0.001467605],"category_scores_gemma":[0.007481622,0.000468225,0.001765854,0.004845897,0.0005704027,0.001126398,0.0006710441,0.000750551,0.0002131489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243067,"about_ca_system_score_gemma":0.004096636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006026415,"about_ca_topic_score_gemma":0.0164103,"domain_scores_codex":[0.9989278,0.0002843298,0.0003672843,0.0001246542,0.000250496,0.00004543038],"domain_scores_gemma":[0.9927161,0.005808389,0.0006881975,0.00007910245,0.0006309031,0.00007736413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004776363,0.00008358355,0.002022342,0.3244684,0.002527497,0.0005756821,0.0002931879,0.0001706599,0.0005226099,0.0005767658,0.006288747,0.6619928],"study_design_scores_gemma":[0.0004797522,0.001279797,0.03915639,0.5328438,0.04412466,0.006479957,0.001815058,0.0003415847,0.001686437,0.001775444,0.3698533,0.0001637919],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001712582,0.999639,0.00001560383,0.00007588101,0.00002722346,0.000004679633,0.00001552727,6.342884e-7,0.00005022619],"genre_scores_gemma":[0.001648013,0.9981147,0.000100085,0.00007030573,0.00002604294,0.000008773533,0.00001254473,3.111558e-7,0.00001922888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006026415,"threshold_uncertainty_score":0.01858848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011868122","doi":"10.1111/j.1523-536x.2006.00130.x","title":"Postpartum Depression Help‐Seeking Barriers and Maternal Treatment Preferences: A Qualitative Systematic Review","year":2006,"lang":"en","type":"review","venue":"Birth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":909,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"CINAHL; Psychological intervention; Postpartum depression; Medicine; Feeling; Depression (economics); Qualitative research; MEDLINE; Inclusion (mineral); Postpartum period; Systematic review; Mental health; Psychiatry; Psychology; Nursing; Clinical psychology; Pregnancy; Social psychology","authors":[{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Leinic Chung‐Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06516321651542714,"gpt":0.3938363226031186,"spread":0.3286731060876915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03428772,0.0009154698,0.003770832,0.01109957,0.002652747,0.00253216,0.001836957,0.001517956,0.003420892],"category_scores_gemma":[0.07157625,0.001230837,0.002331306,0.01567484,0.00195527,0.003981727,0.003830824,0.00102924,0.0002321623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01262985,"about_ca_system_score_gemma":0.03228274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908903,"about_ca_topic_score_gemma":0.04900861,"domain_scores_codex":[0.9796864,0.01292751,0.004309948,0.0006846109,0.001630399,0.0007611685],"domain_scores_gemma":[0.9420244,0.04810719,0.003945203,0.0005942454,0.004753743,0.0005753299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003723661,0.000114503,0.005631934,0.5984727,0.00140188,0.002510313,0.2841643,0.0003095706,0.001024335,0.002527829,0.003475337,0.09999499],"study_design_scores_gemma":[0.0002390192,0.0004392849,0.007566043,0.6309247,0.004536429,0.001190559,0.3202296,0.0002111146,0.0006375303,0.001134073,0.03278224,0.0001094517],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1855825,0.7721898,0.005155251,0.006509827,0.0003744855,0.01794735,0.004484345,0.00004980998,0.00770679],"genre_scores_gemma":[0.4372023,0.5191258,0.01120433,0.002651776,0.00006834851,0.0269278,0.001091468,0.00002923328,0.001698918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03428772,"threshold_uncertainty_score":0.1813329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101485714","doi":"10.1056/nejmoa052744","title":"Selective Serotonin-Reuptake Inhibitors and Risk of Persistent Pulmonary Hypertension of the Newborn","year":2006,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":883,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Temple University; Thomas Jefferson University; National Heart, Lung, and Blood Institute; Hospital for Sick Children; University of Pennsylvania; Teva Pharmaceutical Industries; Hamilton Health Sciences; Saint Christopher's Hospital for Children; Children's Hospital of Philadelphia; Brigham and Women's Hospital; University of California, San Diego; GlaxoSmithKline","keywords":"Medicine; Pregnancy; Fluoxetine; Odds ratio; Gestation; Offspring; Sertraline; Cohort study; Confounding; Obstetrics; Serotonin reuptake inhibitor; Pediatrics; Relative risk; Confidence interval; Antidepressant; Internal medicine; Serotonin","authors":[{"name":"Christina Chambers","is_ca":false},{"name":"Sonia Hernández–Dı́az","is_ca":false},{"name":"L.J. Van Marter","is_ca":false},{"name":"Martha M. Werler","is_ca":false},{"name":"Carol Louik","is_ca":false},{"name":"Kenneth Lyons Jones","is_ca":false},{"name":"Allen A. Mitchell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279358509207888,"gpt":0.2389465855572094,"spread":0.2261530004651305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000396616,0.0001306178,0.0001718951,0.0003436124,0.000135284,0.000229856,0.0002227818,0.0002494703,0.001394325],"category_scores_gemma":[0.002761063,0.0001018764,0.0001401261,0.00029567,0.0001509672,0.0001133329,0.0001531172,0.0003191135,0.00009686485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189006,"about_ca_system_score_gemma":0.0002466147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765128,"about_ca_topic_score_gemma":0.003585431,"domain_scores_codex":[0.9997626,0.00007231299,0.00002472712,0.00004166056,0.00006246551,0.00003636458],"domain_scores_gemma":[0.9979042,0.000548921,0.00114068,0.00005687067,0.0001118412,0.0002375395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008518758,0.00001213651,0.9974039,0.00001755409,0.00003121197,0.0001862024,0.00001911984,0.00002027385,0.0001702101,0.00001516979,0.0000578765,0.001981025],"study_design_scores_gemma":[0.000002908486,0.00007262339,0.9986557,0.0000121765,0.00002676498,0.000951724,0.00002307596,0.00008837958,0.00007300351,0.00001407901,0.00007841325,0.000001199817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973701,0.001708867,0.00007997097,0.0001116283,0.000007951025,0.000004586947,0.0002280361,0.000003606505,0.0004850379],"genre_scores_gemma":[0.9991224,0.0005857639,0.00009114357,0.00001479778,0.00001040638,0.000003213278,0.00008050713,6.578419e-7,0.00009112019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003765128,"threshold_uncertainty_score":0.007486463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093810429","doi":"10.1136/bmj.m4022","title":"Accuracy of the Edinburgh Postnatal Depression Scale (EPDS) for screening to detect major depression among pregnant and postpartum women: systematic review and meta-analysis of individual participant data","year":2020,"lang":"en","type":"review","venue":"BMJ","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":858,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Institute of Mental Health; Universitätsklinikum Hamburg-Eppendorf; Faculty of Medicine, Chulalongkorn University; Fonds de Recherche du Québec - Santé; University of Southampton; Canadian Institutes of Health Research; Patrick and Catherine Weldon Donaghue Medical Research Foundation; Feinberg School of Medicine; National Science Foundation; China Medical University; Universidade do Minho; University of Cape Town; Medical Research Council; Uppsala Universitet; Ministério da Saúde; Duke Global Health Institute, Duke University; Université de Genève; Sveučilište u Zagrebu; Ingham Institute for Applied Medical Research; Werner Otto Stiftung; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Università degli Studi di Firenze; Sapienza Università di Roma; University of Oxford; China Medical University Hospital; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Bristol; Deakin University; Department of Families, Housing, Community Services and Indigenous Affairs; Yale University; University of New South Wales; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute for Health and Care Research; National Research Foundation; Universidad de Santiago de Chile; Australian Government; Faculty of Medicine, McGill University; Department of Health and Social Care; McGill University Health Centre; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Programme Grants for Applied Research; Monash University; Wellcome Trust; Szegedi Tudományegyetem; Chulalongkorn University; University of Connecticut; King's College London; Harry Crossley Foundation; National Health and Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Edinburgh Postnatal Depression Scale; Meta-analysis; PsycINFO; Confidence interval; Medicine; Postpartum depression; Depression (economics); MEDLINE; Bivariate analysis; Clinical psychology; Psychiatry; Psychology; Depressive symptoms; Pregnancy; Internal medicine; Statistics; Cognition","authors":[{"name":"Brooke Levis","is_ca":true},{"name":"Zelalem Negeri","is_ca":true},{"name":"Andrea Benedetti","is_ca":true},{"name":"Brett D. Thombs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1733485788538595,"gpt":0.415632995890963,"spread":0.2422844170371036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04244097,0.003561688,0.02313287,0.00734903,0.0006759988,0.004050877,0.003078277,0.003071669,0.001828796],"category_scores_gemma":[0.1020607,0.002258106,0.04760822,0.005916577,0.001245065,0.002614339,0.001963436,0.00225818,0.0002703544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287588,"about_ca_system_score_gemma":0.003854358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006813908,"about_ca_topic_score_gemma":0.0132084,"domain_scores_codex":[0.9718257,0.01471039,0.00770777,0.00266121,0.002687621,0.0004073469],"domain_scores_gemma":[0.9309456,0.05466244,0.008534924,0.001990587,0.00351369,0.0003528562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00199002,0.00002327697,0.004702446,0.2186463,0.7638737,0.00005489815,0.00008025223,0.0004113535,0.0001435812,0.00007662814,0.0002811729,0.009716413],"study_design_scores_gemma":[0.0005871666,0.0002079114,0.003005834,0.01928403,0.9758404,0.00006358657,0.0000261366,0.0001598348,0.0001113377,0.000120973,0.0005722787,0.00002048041],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007361943,0.9900946,0.0009760383,0.0002404096,0.0001647667,0.0004182923,0.0004889084,0.00003252203,0.0002225903],"genre_scores_gemma":[0.3140148,0.6734411,0.006254325,0.001474095,0.0004296419,0.002610341,0.001361983,0.00007920837,0.0003346463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04244097,"threshold_uncertainty_score":0.224452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144256602","doi":"10.4088/jcp.12r07968","title":"The Impact of Maternal Depression During Pregnancy on Perinatal Outcomes","year":2013,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":793,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"U.S. Public Health Service","keywords":"Medicine; Pregnancy; Obstetrics; Birth weight; Low birth weight; Odds ratio; Breastfeeding; Postpartum depression; Premature birth; Edinburgh Postnatal Depression Scale; Neonatal intensive care unit; Gestational age; Antenatal depression; Pediatrics; Psychiatry; Internal medicine; Anxiety; Depressive symptoms","authors":[{"name":"Sophie Grigoriadis","is_ca":true},{"name":"Emily H. VonderPorten","is_ca":false},{"name":"Lana Mamisashvili","is_ca":false},{"name":"George Tomlinson","is_ca":false},{"name":"Cindy‐Lee Dennis","is_ca":false},{"name":"Gideon Koren","is_ca":false},{"name":"Meir Steiner","is_ca":false},{"name":"Patricia Mousmanis","is_ca":false},{"name":"Amy Cheung","is_ca":false},{"name":"Kim Radford","is_ca":false},{"name":"Jovana Martinovic","is_ca":false},{"name":"Lori E. Ross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09460506759685926,"gpt":0.4910394987265669,"spread":0.3964344311297076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01446259,0.001283928,0.004760203,0.003983831,0.000401161,0.002745593,0.001359301,0.001231846,0.001587713],"category_scores_gemma":[0.04786402,0.0009099451,0.01010013,0.005869961,0.0006138725,0.001128954,0.001069691,0.001186312,0.0001303644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620041,"about_ca_system_score_gemma":0.002008211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006023199,"about_ca_topic_score_gemma":0.01073706,"domain_scores_codex":[0.9881329,0.005515342,0.003443931,0.0009965597,0.001643181,0.0002680552],"domain_scores_gemma":[0.9623405,0.02709,0.00846325,0.0005213764,0.001384771,0.0002000642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002358401,0.00007772727,0.07930899,0.4769079,0.3488395,0.0002708127,0.000349177,0.0009568491,0.0004322037,0.0004434481,0.001543131,0.08851178],"study_design_scores_gemma":[0.001101895,0.001275246,0.1194698,0.1899519,0.6774524,0.001208402,0.0003360181,0.0007957056,0.0006523093,0.0007346907,0.006944078,0.00007744071],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008778457,0.9896535,0.0002368731,0.0003830657,0.00009956419,0.00008669166,0.0004296391,0.000005679668,0.0003264964],"genre_scores_gemma":[0.2475369,0.7487221,0.001502422,0.0007708453,0.0003253299,0.0003881824,0.0005656217,0.000007151782,0.0001813381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01446259,"threshold_uncertainty_score":0.07648641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149709633","doi":"10.1093/schbul/sbt114","title":"Risk of Mental Illness in Offspring of Parents With Schizophrenia, Bipolar Disorder, and Major Depressive Disorder: A Meta-Analysis of Family High-Risk Studies","year":2013,"lang":"en","type":"review","venue":"Schizophrenia Bulletin","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":747,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Offspring; Bipolar disorder; Schizophrenia (object-oriented programming); Psychiatry; Mental illness; Major depressive disorder; Relative risk; Bipolar I disorder; Psychology; Depression (economics); Risk factor; Medicine; Mood; Internal medicine; Mania; Pregnancy; Mental health; Confidence interval; Biology; Genetics","authors":[{"name":"Tomáš Hájek","is_ca":true},{"name":"Martin Alda","is_ca":true},{"name":"Rudolf Uher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03628968416692178,"gpt":0.31405559741497,"spread":0.2777659132480482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01279598,0.002734608,0.01027616,0.004534285,0.0007529508,0.002923789,0.001741412,0.001966153,0.001658682],"category_scores_gemma":[0.02717609,0.001736375,0.04136467,0.005070591,0.0005953126,0.001226344,0.001407054,0.001731087,0.000173175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298317,"about_ca_system_score_gemma":0.001045428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005183161,"about_ca_topic_score_gemma":0.008533165,"domain_scores_codex":[0.9897512,0.005765613,0.001924948,0.001557007,0.0007452229,0.0002559506],"domain_scores_gemma":[0.9803677,0.01363563,0.003509818,0.001232134,0.0009403556,0.0003144889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002178374,0.00001707775,0.027054,0.01610412,0.950272,0.0001924162,0.0000377371,0.0005041639,0.0002416107,0.00003869861,0.0001787427,0.003180999],"study_design_scores_gemma":[0.0003874721,0.0001569341,0.01341572,0.001843847,0.9830669,0.0002051569,0.00003087391,0.0002702481,0.0001236082,0.0001297935,0.0003535026,0.00001588586],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07321836,0.9226965,0.001799957,0.00032637,0.0003004163,0.0001611538,0.0008884692,0.00007942739,0.0005293511],"genre_scores_gemma":[0.8171416,0.1772914,0.003051379,0.0005483523,0.000238669,0.0003289088,0.001025926,0.00004757025,0.0003262144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01279598,"threshold_uncertainty_score":0.06767243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021374159","doi":"10.1016/j.ajog.2020.05.009","title":"Perinatal depressive and anxiety symptoms of pregnant women during the coronavirus disease 2019 outbreak in China","year":2020,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":729,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"School of Medicine, Shanghai Jiao Tong University; National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Medicine; Outbreak; Anxiety; Declaration; Mental health; Pregnancy; Depression (economics); Public health; Disease; Pandemic; Coronavirus; Panic; Edinburgh Postnatal Depression Scale; Cross-sectional study; Psychiatry; Obstetrics; Environmental health; Infectious disease (medical specialty); Depressive symptoms; Coronavirus disease 2019 (COVID-19); Internal medicine; Virology; Nursing","authors":[{"name":"Yanting Wu","is_ca":false},{"name":"Chen Zhang","is_ca":false},{"name":"Han Liu","is_ca":false},{"name":"Chen-Chi Duan","is_ca":false},{"name":"Cheng Li","is_ca":false},{"name":"Jianxia Fan","is_ca":false},{"name":"Hong Li","is_ca":false},{"name":"Lei Chen","is_ca":false},{"name":"Hualin Xu","is_ca":false},{"name":"Xiangjuan Li","is_ca":false},{"name":"Yi Guo","is_ca":false},{"name":"Yeping Wang","is_ca":false},{"name":"Xiufeng Li","is_ca":false},{"name":"Jing Li","is_ca":false},{"name":"Ting Zhang","is_ca":false},{"name":"Yiping You","is_ca":false},{"name":"Hongmei Li","is_ca":false},{"name":"Shuangqi Yang","is_ca":false},{"name":"Xiaoling Tao","is_ca":false},{"name":"Yajuan Xu","is_ca":false},{"name":"Haihong Lao","is_ca":false},{"name":"Li Ming Wen","is_ca":false},{"name":"Yan Zhou","is_ca":false},{"name":"Junying Wang","is_ca":false},{"name":"Yuhua Chen","is_ca":false},{"name":"Diyun Meng","is_ca":false},{"name":"Jingli Zhai","is_ca":false},{"name":"Youchun Ye","is_ca":false},{"name":"Qinwen Zhong","is_ca":false},{"name":"Xiuping Yang","is_ca":false},{"name":"Dan Zhang","is_ca":false},{"name":"Jing Zhang","is_ca":false},{"name":"Xifeng Wu","is_ca":false},{"name":"Wei Chen","is_ca":false},{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Hefeng Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009713228782766571,"gpt":0.266260531007569,"spread":0.2565473022248024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005120373,0.000255829,0.0002561993,0.0005371343,0.0006265963,0.0004165872,0.0003168973,0.0003460091,0.000410978],"category_scores_gemma":[0.001238602,0.0003204382,0.0003574813,0.0006389423,0.0002777589,0.0003006874,0.0005353977,0.0003599347,0.00004243618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021872,"about_ca_system_score_gemma":0.0007709413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04688311,"about_ca_topic_score_gemma":0.0569685,"domain_scores_codex":[0.9996494,0.00008266087,0.00004596367,0.000059191,0.00005346283,0.0001092704],"domain_scores_gemma":[0.9994403,0.00004931797,0.0002644367,0.00002228092,0.00007122243,0.0001524969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003591973,0.00001689649,0.9983102,0.000008751233,0.00001803082,0.0001701003,0.0003670123,0.00001681545,0.0001386447,0.000007037918,0.00005715147,0.0008534346],"study_design_scores_gemma":[0.000001670354,0.00002630748,0.999447,0.000004158191,0.000005563033,0.00007705345,0.0003534075,0.0000367378,0.00001449879,0.000003558786,0.00002840862,0.000001660038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995874,0.0001183631,0.00001038978,0.00004820807,0.000003142131,0.000008586353,0.00009259413,6.255208e-7,0.000130877],"genre_scores_gemma":[0.9995909,0.000154302,0.00002032355,0.0000321593,0.000004476169,0.00001155425,0.0001210587,2.518057e-7,0.00006493781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04688311,"threshold_uncertainty_score":0.09322041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080161423","doi":"10.1007/s10578-012-0291-4","title":"Prenatal and Postpartum Maternal Psychological Distress and Infant Development: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"Child Psychiatry & Human Development","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":659,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; The King's University; PolicyWise for Children & Families; University of Calgary; University of Alberta","funders":"","keywords":"Psychomotor learning; Psychology; Distress; Cognitive development; Cognition; Postpartum depression; Child development; Intervention (counseling); Clinical psychology; Infant development; Developmental psychology; Pregnancy; Psychiatry","authors":[{"name":"Dawn Kingston","is_ca":true},{"name":"Suzanne Tough","is_ca":true},{"name":"Heather Whitfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03442986377976941,"gpt":0.3408184719358048,"spread":0.3063886081560354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002955093,0.001398893,0.006781939,0.00710414,0.0004244557,0.001656498,0.001267435,0.001734942,0.005344681],"category_scores_gemma":[0.01851868,0.001173207,0.005493655,0.007944459,0.0006494184,0.001526124,0.001744387,0.001150805,0.0002172631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988471,"about_ca_system_score_gemma":0.007581451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224934,"about_ca_topic_score_gemma":0.0498943,"domain_scores_codex":[0.9977363,0.000614177,0.0009492591,0.0002408033,0.0003408132,0.0001186354],"domain_scores_gemma":[0.989406,0.007023423,0.002679943,0.0001425794,0.0005436934,0.0002042796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002352806,0.00003546353,0.002032371,0.9360664,0.01463967,0.0002303299,0.0002478417,0.00009072786,0.0001459896,0.0001351997,0.001603812,0.04453681],"study_design_scores_gemma":[0.0005740515,0.0003752033,0.01656454,0.7690033,0.1882904,0.001028299,0.0005910362,0.00008812395,0.0001904531,0.0002439025,0.02298621,0.00006447973],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001089336,0.9982294,0.00005211295,0.0001129103,0.00005293048,0.00009328491,0.000256541,0.000003759973,0.0001097995],"genre_scores_gemma":[0.01272834,0.9862946,0.0003159762,0.0002855222,0.0000408756,0.0001640764,0.00008784037,0.000002167144,0.00008070016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01224934,"threshold_uncertainty_score":0.02435613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031397176","doi":"10.1016/j.jpsychores.2010.07.008","title":"Validation of the Edinburgh Depression Scale during pregnancy","year":2010,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":616,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Somatization; Concurrent validity; Anxiety; Edinburgh Postnatal Depression Scale; Psychology; Predictive validity; Pregnancy; Cutoff; Receiver operating characteristic; Population; Depression (economics); Clinical psychology; Construct validity; Discriminant validity; Psychometrics; Psychiatry; Medicine; Internal medicine; Depressive symptoms","authors":[{"name":"Veerle Bergink","is_ca":false},{"name":"Libbe Kooistra","is_ca":true},{"name":"Mijke P. Lambregtse‐van den Berg","is_ca":false},{"name":"Henny Wijnen","is_ca":false},{"name":"Robertas Bunevičius","is_ca":false},{"name":"Anneloes L. van Baar","is_ca":false},{"name":"Victor J.M. Pop","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04695182636542041,"gpt":0.4050956288438778,"spread":0.3581438024784574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009692965,0.0004497287,0.0005503296,0.0009710884,0.0005114768,0.0008987628,0.0008129424,0.0006934264,0.0006095765],"category_scores_gemma":[0.02279732,0.0004381062,0.0007422136,0.0005907087,0.0005564033,0.0005939875,0.001149039,0.001015592,0.0003783902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007275257,"about_ca_system_score_gemma":0.001255854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350383,"about_ca_topic_score_gemma":0.005213744,"domain_scores_codex":[0.9948336,0.002023246,0.0007973675,0.0005138602,0.001555571,0.0002763234],"domain_scores_gemma":[0.9901814,0.004310092,0.001341405,0.001008897,0.002563367,0.0005948886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001373747,0.0005280602,0.9490851,0.0001135598,0.0001933981,0.0002201434,0.003185409,0.0003127364,0.004222383,0.0002929977,0.0007359649,0.03973659],"study_design_scores_gemma":[0.00009758973,0.0009092599,0.9952194,0.00004869443,0.00005920551,0.0002546745,0.0004937963,0.0004526492,0.0008972362,0.00009912579,0.00145198,0.00001639843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937906,0.0004436538,0.001526521,0.0001634151,0.0001529581,0.000496262,0.0005617939,0.00001825232,0.002846592],"genre_scores_gemma":[0.9931684,0.0003963787,0.002909556,0.0001456076,0.00004436981,0.0007934222,0.001163752,0.00001972356,0.001358868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009692965,"threshold_uncertainty_score":0.0512619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041445212","doi":"10.4088/jcp.v67n0818","title":"Anxiety Disorders During Pregnancy and the Postpartum Period","year":2006,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":610,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Panic disorder; Postpartum period; Psychiatry; Generalized anxiety disorder; Anxiety disorder; Pregnancy; Population; Postpartum depression; Psychology; Medicine; Context (archaeology); Clinical psychology","authors":[{"name":"Lori E. Ross","is_ca":true},{"name":"Linda M. McLean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04262253988307083,"gpt":0.4027694988301291,"spread":0.3601469589470582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986882,0.0002783753,0.0008390932,0.002989005,0.0002915946,0.001515791,0.0004962071,0.0006609178,0.003244692],"category_scores_gemma":[0.01318747,0.0002140138,0.0005779529,0.006278825,0.0003868339,0.001197859,0.0005164524,0.0004827947,0.0003518845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008399296,"about_ca_system_score_gemma":0.002913857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004143191,"about_ca_topic_score_gemma":0.005815842,"domain_scores_codex":[0.9978539,0.0008493708,0.0007109986,0.0001287429,0.0003914804,0.00006543261],"domain_scores_gemma":[0.9912173,0.005464048,0.002641497,0.00008623644,0.0005002765,0.00009063499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006738275,0.00007708918,0.03734501,0.3238978,0.001680292,0.002658777,0.002895012,0.0002518278,0.0006650686,0.002577029,0.02356889,0.6037094],"study_design_scores_gemma":[0.00038044,0.0005867174,0.2523593,0.506922,0.005165204,0.01447911,0.006351038,0.0001390157,0.0007252031,0.003897793,0.208913,0.00008130277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006079626,0.9878557,0.0001436559,0.001521057,0.0002049007,0.0000943686,0.0009289953,0.000007051497,0.003164686],"genre_scores_gemma":[0.05999153,0.9364434,0.0007201228,0.001115177,0.0003277269,0.0002810864,0.000695275,0.000003182837,0.0004224736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004143191,"threshold_uncertainty_score":0.0108546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132317222","doi":"10.1111/j.1471-0528.2009.02493.x","title":"Prevalence and risk factors for postpartum depression among women with preterm and low‐birth‐weight infants: a systematic review","year":2010,"lang":"en","type":"review","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":603,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Women's College Hospital","funders":"","keywords":"Postpartum depression; Medicine; Depression (economics); Birth weight; Low birth weight; CINAHL; Cochrane Library; Pregnancy; Pediatrics; Gestational age; Obstetrics; Confounding; Population; Postpartum period; PsycINFO; MEDLINE; Meta-analysis; Psychiatry; Psychological intervention; Environmental health; Internal medicine","authors":[{"name":"Simone N. Vigod","is_ca":true},{"name":"Laura Villegas","is_ca":true},{"name":"LE Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0179235529401961,"gpt":0.3190842768446983,"spread":0.3011607239045022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005246396,0.001058698,0.007060271,0.007123817,0.0005091669,0.002116186,0.001595419,0.001691194,0.002807199],"category_scores_gemma":[0.0333218,0.001162627,0.005247922,0.008740615,0.0005662914,0.001673379,0.001188284,0.0009003763,0.0001871876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003293989,"about_ca_system_score_gemma":0.008435279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103901,"about_ca_topic_score_gemma":0.02714869,"domain_scores_codex":[0.9949809,0.001548906,0.001895281,0.0003950375,0.001005396,0.0001745307],"domain_scores_gemma":[0.9792945,0.01370079,0.004744416,0.0002160811,0.001809074,0.0002351424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002022351,0.00001970529,0.002939571,0.95625,0.009307032,0.0001374626,0.0003124622,0.00006194998,0.00008767713,0.00009170704,0.001060819,0.02952953],"study_design_scores_gemma":[0.0003545897,0.0003434993,0.02127898,0.887962,0.07901661,0.0008878411,0.0007344093,0.0001270266,0.0001609262,0.0001535096,0.008936142,0.00004441679],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003485775,0.9952894,0.0000826056,0.000173977,0.0000636293,0.0003542182,0.0003371004,0.000005984112,0.0002072392],"genre_scores_gemma":[0.03843122,0.9594275,0.000558865,0.0003063479,0.00004893522,0.0008424964,0.0002603707,0.000003306722,0.0001209622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01103901,"threshold_uncertainty_score":0.02774596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060591994","doi":"10.1007/s007370170010","title":"A Screening Questionnaire for mother-infant bonding disorders","year":2001,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":602,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Scale (ratio); Clinical psychology; Psychology; Anger; Psychiatry; Medicine","authors":[{"name":"Ian Brockington","is_ca":false},{"name":"John Oates","is_ca":false},{"name":"Shona George","is_ca":false},{"name":"Daniel Turner","is_ca":false},{"name":"Panos Vostanis","is_ca":true},{"name":"Mariah Sullivan","is_ca":false},{"name":"C. H. Loh","is_ca":false},{"name":"C. Murdoch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01550689587084421,"gpt":0.3168844586187547,"spread":0.3013775627479106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373241,0.0005622791,0.0007143319,0.001714789,0.0009029334,0.0004093901,0.0005450496,0.0006526846,0.007689743],"category_scores_gemma":[0.003457568,0.0003670811,0.0006930656,0.0009011311,0.000224563,0.0004309332,0.0007158127,0.001098416,0.001749084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372198,"about_ca_system_score_gemma":0.000989651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536244,"about_ca_topic_score_gemma":0.008779117,"domain_scores_codex":[0.999334,0.0001757613,0.0001463652,0.00005268812,0.0001523363,0.0001387459],"domain_scores_gemma":[0.997466,0.0008555393,0.0005922343,0.0001395389,0.0005103935,0.0004362695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008233382,0.007588439,0.8524251,0.0003698142,0.000192278,0.001693218,0.005177561,0.0003104934,0.006583462,0.0004765807,0.01947255,0.104887],"study_design_scores_gemma":[0.0001280843,0.001462859,0.9857866,0.00005703314,0.00004699115,0.001014731,0.001330114,0.0002217359,0.0006123286,0.0001129213,0.009196996,0.0000296545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9724903,0.00050702,0.0009256784,0.0009837035,0.0001838888,0.004107091,0.006373138,0.00007795494,0.01435121],"genre_scores_gemma":[0.9411823,0.001347039,0.008713971,0.001157508,0.0001288756,0.006634078,0.01020298,0.00002987551,0.03060339],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007689743,"threshold_uncertainty_score":0.02572477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033492682","doi":"10.3389/fgwh.2020.00001","title":"Moms Are Not OK: COVID-19 and Maternal Mental Health","year":2020,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Women and Children’s Health Research Institute","funders":"Women and Children's Health Research Institute; Heart and Stroke Foundation of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Psychiatry; Outbreak; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Margie H. Davenport","is_ca":true},{"name":"Sarah Meyer","is_ca":true},{"name":"Victoria L. Meah","is_ca":true},{"name":"Morgan C. Strynadka","is_ca":true},{"name":"Rshmi Khurana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02438220202803201,"gpt":0.3220761032205718,"spread":0.2976939011925399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004212379,0.0001174609,0.0001222386,0.0003151805,0.0004274001,0.0006010847,0.0002175729,0.0003072728,0.00400834],"category_scores_gemma":[0.001988314,0.0001367863,0.0001637638,0.0004305249,0.0002839778,0.0003384736,0.000652379,0.0006071334,0.0002017003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396665,"about_ca_system_score_gemma":0.0004034888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320675,"about_ca_topic_score_gemma":0.02198795,"domain_scores_codex":[0.9997788,0.00008621064,0.00001303956,0.00002662442,0.00003637728,0.00005904215],"domain_scores_gemma":[0.9993291,0.0001064522,0.0003323382,0.00001582402,0.00003494694,0.0001814377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005689019,0.00003599954,0.98772,0.0000331809,0.00002271307,0.0001231077,0.0004189284,0.00001035697,0.00007777657,0.00007291746,0.001335651,0.01009236],"study_design_scores_gemma":[0.000002487169,0.00003429661,0.9975199,0.00005314775,0.00001242732,0.0001857218,0.001337711,0.00003351127,0.00001630448,0.00004538539,0.0007566425,0.000002411557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874855,0.002789238,0.0000680767,0.005029703,0.00009581227,0.00002003263,0.0006245496,0.000006419958,0.003880634],"genre_scores_gemma":[0.9974854,0.001365504,0.00008616156,0.000333602,0.00006802647,0.00001031967,0.0001880128,0.00000137714,0.0004616631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320675,"threshold_uncertainty_score":0.02625978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2415884407","doi":"10.1001/jamapsychiatry.2016.0934","title":"Neonatal Outcomes in Women With Untreated Antenatal Depression Compared With Women Without Depression","year":2016,"lang":"en","type":"review","venue":"JAMA Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Alberta; McMaster University","funders":"","keywords":"Depression (economics); Antenatal depression; Medicine; Psychiatry; Obstetrics; Psychology; Depressive symptoms; Anxiety","authors":[{"name":"Alexander Jarde","is_ca":true},{"name":"Michelle Morais","is_ca":true},{"name":"Dawn Kingston","is_ca":true},{"name":"Rebecca Giallo","is_ca":false},{"name":"Glenda MacQueen","is_ca":true},{"name":"Lucy Giglia","is_ca":true},{"name":"Joseph Beyene","is_ca":true},{"name":"Yi Wang","is_ca":true},{"name":"Sarah D. McDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01599950377928483,"gpt":0.3155605960099589,"spread":0.2995610922306741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02246021,0.001305022,0.008757553,0.0058151,0.0003782575,0.002916194,0.001623296,0.001789455,0.002524303],"category_scores_gemma":[0.07526842,0.000749274,0.01395962,0.005698537,0.0006688251,0.001943741,0.001192321,0.00161169,0.0001467532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355984,"about_ca_system_score_gemma":0.002745586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051051,"about_ca_topic_score_gemma":0.007801292,"domain_scores_codex":[0.9757386,0.01179471,0.008101926,0.001658909,0.002368877,0.0003369058],"domain_scores_gemma":[0.9330115,0.05395903,0.009897763,0.000946837,0.001894086,0.000290662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003091833,0.00005333337,0.02230635,0.6558473,0.2747058,0.0001777796,0.0003318379,0.0003823748,0.0002743871,0.0005194419,0.001431135,0.04087845],"study_design_scores_gemma":[0.001726413,0.00100255,0.04168718,0.2272556,0.7180958,0.000429598,0.000404614,0.0004516901,0.0004164692,0.001509942,0.006935107,0.00008497835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005929323,0.9917186,0.000381488,0.0005385746,0.0002185234,0.000247585,0.0006084121,0.000006789566,0.000350687],"genre_scores_gemma":[0.2699561,0.7202324,0.003564484,0.002250756,0.0006909217,0.001781374,0.001190908,0.00002122114,0.0003117895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02246021,"threshold_uncertainty_score":0.1187823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2549732759","doi":"10.1176/appi.ajp.2016.16020138","title":"Fetal Origins of Mental Health: The Developmental Origins of Health and Disease Hypothesis","year":2016,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Psychopathology; Mental health; Anxiety; Fetus; Disease; Depression (economics); Psychology; Observational study; Pregnancy; Child development; Medicine; Developmental psychology; Psychiatry; Biology; Internal medicine; Genetics","authors":[{"name":"Kieran J. O’Donnell","is_ca":true},{"name":"Michael J. Meaney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829184942449516,"gpt":0.2949825939293881,"spread":0.276690744504893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637477,0.0003541313,0.0004242601,0.001052651,0.0005026701,0.001530011,0.0007651628,0.001444362,0.002237009],"category_scores_gemma":[0.005211847,0.0001783704,0.0004990016,0.0006980344,0.004042988,0.00164144,0.001702214,0.003041271,0.0003651416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176404,"about_ca_system_score_gemma":0.002304746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387143,"about_ca_topic_score_gemma":0.00283757,"domain_scores_codex":[0.999382,0.0002506102,0.00004414409,0.0001097675,0.0001329307,0.00008042106],"domain_scores_gemma":[0.99718,0.001743622,0.0004427324,0.0001552075,0.0002271715,0.0002512893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003099456,0.0001278796,0.1077759,0.001973904,0.0003026868,0.00409103,0.005195696,0.0007143851,0.002210651,0.438709,0.02683374,0.4117552],"study_design_scores_gemma":[0.00008672505,0.0004121632,0.2368825,0.003871943,0.0004260561,0.02170549,0.007275097,0.001406243,0.002167769,0.4064955,0.319151,0.0001195394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05630372,0.5128534,0.01711596,0.3524686,0.003658834,0.00009050426,0.0006802955,0.0001103092,0.05671852],"genre_scores_gemma":[0.5636758,0.3957503,0.009075237,0.01794954,0.004484523,0.0001513381,0.0003086125,0.00003745908,0.008567212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003387143,"threshold_uncertainty_score":0.01279908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112790937","doi":"10.1001/jamapsychiatry.2013.2163","title":"Maternal Depression During Pregnancy and the Postnatal Period","year":2013,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":593,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Wellcome Trust","keywords":"Offspring; Depression (economics); Antenatal depression; Risk factor; Medicine; Odds ratio; Pregnancy; Cohort study; Cohort; Psychology; Psychiatry; Obstetrics; Internal medicine; Depressive symptoms; Anxiety; Biology","authors":[{"name":"Rebecca M. Pearson","is_ca":true},{"name":"Jonathan Evans","is_ca":true},{"name":"Daphne Kounali","is_ca":true},{"name":"Glyn Lewis","is_ca":false},{"name":"Jon Heron","is_ca":true},{"name":"Paul Ramchandani","is_ca":false},{"name":"Tom G. O’Connor","is_ca":false},{"name":"Alan Stein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006243613457840793,"gpt":0.2489633129406162,"spread":0.2427196994827754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003231625,0.0001800302,0.0002455567,0.0003191832,0.0003173617,0.0005351609,0.0003327111,0.0003597401,0.002869733],"category_scores_gemma":[0.004110206,0.0001778146,0.0002694951,0.0005227209,0.0002295192,0.0003756432,0.0004225544,0.0006901444,0.0002346418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015191,"about_ca_system_score_gemma":0.0005025891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458208,"about_ca_topic_score_gemma":0.01513545,"domain_scores_codex":[0.9996073,0.0001422542,0.0000380885,0.00006691896,0.00008620899,0.00005928901],"domain_scores_gemma":[0.9986312,0.000337818,0.0007018776,0.00005557975,0.0000935223,0.0001799228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001718876,0.00003349459,0.9668037,0.000166396,0.0001812257,0.0006536915,0.0003052399,0.00005488151,0.0004655842,0.000342286,0.001105275,0.0297163],"study_design_scores_gemma":[0.000005723095,0.00005691627,0.9964115,0.0001743898,0.00006645365,0.001149055,0.0001519914,0.00007609429,0.00004951994,0.000190197,0.001663491,0.000004538386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121369,0.06402232,0.001081254,0.006538007,0.0003466446,0.00006751405,0.002919127,0.00004283689,0.01284538],"genre_scores_gemma":[0.9874675,0.01105705,0.000318514,0.0001533183,0.00008283395,0.00001737679,0.0002771323,0.000004030155,0.000622209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458208,"threshold_uncertainty_score":0.02899444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086442239","doi":"10.1001/jamapediatrics.2020.2910","title":"Association Between Maternal Perinatal Depression and Anxiety and Child and Adolescent Development","year":2020,"lang":"en","type":"review","venue":"JAMA Pediatrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":584,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Children's Hospital; Trinity Western University; Western University","funders":"","keywords":"Anxiety; Medicine; Offspring; PsycINFO; CINAHL; Socioemotional selectivity theory; Depression (economics); Child development; Meta-analysis; Clinical psychology; MEDLINE; Psychiatry; Pregnancy; Gerontology; Psychological intervention","authors":[{"name":"Alana Rogers","is_ca":false},{"name":"Shelley Obst","is_ca":false},{"name":"Samantha Teague","is_ca":false},{"name":"Larissa Rossen","is_ca":true},{"name":"Elizabeth Spry","is_ca":false},{"name":"Jacqui A. Macdonald","is_ca":false},{"name":"Matthew Sunderland","is_ca":false},{"name":"Craig A. Olsson","is_ca":false},{"name":"George J. Youssef","is_ca":false},{"name":"Delyse Hutchinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02098101300415111,"gpt":0.2977258418998192,"spread":0.276744828895668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01016457,0.001069307,0.004218201,0.003775272,0.0003444809,0.002296757,0.001392891,0.001258543,0.00264322],"category_scores_gemma":[0.03723366,0.0006628253,0.009202559,0.004341481,0.0005148413,0.001164551,0.001112781,0.001358372,0.0001623166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179134,"about_ca_system_score_gemma":0.002507726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009003459,"about_ca_topic_score_gemma":0.01674232,"domain_scores_codex":[0.9927707,0.003487316,0.001730005,0.0008440457,0.0009719891,0.000195944],"domain_scores_gemma":[0.976478,0.01779578,0.003965343,0.0004563042,0.001134473,0.0001700742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001729612,0.0000745048,0.07620545,0.5086299,0.3020979,0.0003084234,0.0004555011,0.0009053339,0.000406989,0.000881233,0.003250977,0.1050543],"study_design_scores_gemma":[0.0007142493,0.0006216211,0.1333047,0.2598138,0.5878629,0.000713892,0.0003909702,0.0007234512,0.0004395147,0.001536712,0.01378611,0.00009204648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004405337,0.9939443,0.0002650887,0.0004766391,0.000122706,0.00007226968,0.0004003403,0.000007103442,0.0003061704],"genre_scores_gemma":[0.1423962,0.8529729,0.001946877,0.000966154,0.0004239066,0.0003890015,0.000705344,0.0000103977,0.0001892601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016457,"threshold_uncertainty_score":0.05375606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2484930199","doi":"10.1016/j.jad.2016.07.044","title":"Prevalence of paternal depression in pregnancy and the postpartum: An updated meta-analysis","year":2016,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Research Institute; Alberta Children's Hospital Foundation","keywords":"Meta-analysis; Depression (economics); Confidence interval; Postpartum depression; Demography; Psychological intervention; Medicine; Extant taxon; Moderation; Parity (physics); History of depression; Relative risk; Pregnancy; Psychiatry; Psychology; Cognition; Internal medicine","authors":[{"name":"Emily E. Cameron","is_ca":true},{"name":"Ivan D. Sedov","is_ca":true},{"name":"Lianne Tomfohr‐Madsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04034206560303355,"gpt":0.3624754380423664,"spread":0.3221333724393328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004963846,0.001883429,0.009335062,0.002918776,0.0004919816,0.002202321,0.001599016,0.001712767,0.003314151],"category_scores_gemma":[0.01549868,0.00150083,0.02732722,0.003750085,0.0004284743,0.001408683,0.001447508,0.001746686,0.000275355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081421,"about_ca_system_score_gemma":0.001575085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008312975,"about_ca_topic_score_gemma":0.02220925,"domain_scores_codex":[0.9967119,0.001055235,0.001140681,0.0006169104,0.0003195152,0.0001558765],"domain_scores_gemma":[0.993937,0.004106117,0.001040626,0.0003465893,0.0004657699,0.0001039343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002869184,0.000050767,0.02254387,0.1288325,0.8267875,0.000182467,0.0001453622,0.0002580392,0.0002751903,0.0001122231,0.0006195608,0.01732334],"study_design_scores_gemma":[0.0004554687,0.000119316,0.0141457,0.005457827,0.9783108,0.0001267781,0.00005364223,0.00008169944,0.0000546372,0.00009326304,0.001079684,0.00002120684],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01697587,0.9813651,0.0004841017,0.0001123858,0.0001942562,0.00007387032,0.0005379922,0.00001773862,0.0002387849],"genre_scores_gemma":[0.3493024,0.6449662,0.002389854,0.0009964705,0.0002944022,0.0003015567,0.001129196,0.00003862082,0.0005813636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009335062,"threshold_uncertainty_score":0.02625161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138850303","doi":"10.1002/14651858.cd006116.pub2","title":"Psychosocial and psychological interventions for treating postpartum depression","year":2007,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":571,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Psychological intervention; Medicine; Postpartum depression; Postpartum period; Childbirth; Randomized controlled trial; Clinical psychology; Pregnancy; Psychiatry","authors":[{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Ellen Hodnett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3010417265710952,"gpt":0.5131129424852691,"spread":0.2120712159141738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008018792,0.001176177,0.005434626,0.004607989,0.0004812387,0.00188418,0.001564527,0.001885195,0.006812195],"category_scores_gemma":[0.02883834,0.0005074043,0.00831911,0.004073,0.0006366913,0.000970177,0.001238862,0.002763096,0.0003822159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994637,"about_ca_system_score_gemma":0.002873599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693179,"about_ca_topic_score_gemma":0.005048005,"domain_scores_codex":[0.9919261,0.005048407,0.001374098,0.0004333408,0.00103627,0.000181688],"domain_scores_gemma":[0.9876543,0.009729408,0.001892662,0.0001813794,0.0004015214,0.000140817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003669159,0.0002766184,0.001074396,0.718455,0.03765202,0.00009120363,0.0001929193,0.0004197168,0.000178567,0.0009555748,0.002938231,0.2340966],"study_design_scores_gemma":[0.02082867,0.004936642,0.01686386,0.7195804,0.2009937,0.0005931752,0.0004695126,0.0008164202,0.0006263987,0.00363257,0.03056877,0.00008989804],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002000248,0.9957637,0.0002040508,0.0004114286,0.0002917585,0.0005622746,0.0001445566,0.0000114799,0.0006104265],"genre_scores_gemma":[0.04988187,0.9439396,0.002175536,0.001034471,0.0004007507,0.002049898,0.0001925326,0.000007278517,0.0003180286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008018792,"threshold_uncertainty_score":0.04240793,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W1218374853","doi":"10.1016/j.yhbeh.2015.08.008","title":"Postpartum depression: Etiology, treatment and consequences for maternal care","year":2015,"lang":"en","type":"review","venue":"Hormones and Behavior","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":559,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Postpartum depression; Mood; Pregnancy; Psychology; Postpartum period; Depression (economics); Mood disorders; Developmental psychology; Clinical psychology; Psychiatry; Medicine; Anxiety","authors":[{"name":"Susanne Brummelte","is_ca":false},{"name":"Liisa A.M. Galea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09719289277748598,"gpt":0.4069858903947181,"spread":0.3097929976172321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007688921,0.0007501074,0.001813612,0.001758583,0.0003025211,0.0009548795,0.000883077,0.0009365969,0.002250856],"category_scores_gemma":[0.001724586,0.0002966981,0.0007935847,0.002194908,0.0004562779,0.0007665196,0.0007345739,0.00125666,0.0004225375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338008,"about_ca_system_score_gemma":0.001771446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004531242,"about_ca_topic_score_gemma":0.009962652,"domain_scores_codex":[0.999754,0.00004709029,0.00005554987,0.00004765737,0.00007489074,0.00002084142],"domain_scores_gemma":[0.999317,0.0004133238,0.0001234183,0.00001387173,0.0001005805,0.00003176157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000954438,0.00009659999,0.001740294,0.02784278,0.0004153437,0.0001416186,0.00008358104,0.0002311603,0.0003288394,0.001336867,0.01121919,0.9564683],"study_design_scores_gemma":[0.0001751488,0.0003934888,0.03341285,0.08437086,0.003935874,0.004761971,0.0008176739,0.0004727778,0.0004757246,0.00714276,0.863923,0.0001176692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001138703,0.999482,0.00003335511,0.0001416905,0.00004826209,0.000002737558,0.00001371314,0.000001350228,0.000163072],"genre_scores_gemma":[0.0008304393,0.9988407,0.00008079652,0.00008331247,0.00007590732,0.000003121625,0.00001548291,3.755062e-7,0.0000698777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004531242,"threshold_uncertainty_score":0.009009719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009797607","doi":"10.1001/archpsyc.63.8.898","title":"Neonatal Outcomes After Prenatal Exposure to Selective Serotonin Reuptake Inhibitor Antidepressants and Maternal Depression Using Population-Based Linked Health Data","year":2006,"lang":"en","type":"article","venue":"Archives of General Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":548,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Learning Partnership","funders":"","keywords":"Medicine; Population; Serotonin reuptake inhibitor; Depression (economics); Birth weight; Pregnancy; Propensity score matching; Fluoxetine; Low birth weight; Pediatrics; Incidence (geometry); Gestational age; Prenatal care; Obstetrics; Psychiatry; Antidepressant; Internal medicine; Anxiety; Serotonin","authors":[{"name":"Tim F. Oberlander","is_ca":true},{"name":"William Warburton","is_ca":false},{"name":"Shaila Misri","is_ca":false},{"name":"Jaafar Aghajanian","is_ca":false},{"name":"Clyde Hertzman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01797891237820163,"gpt":0.3123925172939388,"spread":0.2944136049157371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003170476,0.0002873728,0.0003607733,0.001365735,0.000236978,0.0007848099,0.0006215977,0.0004668959,0.0007793401],"category_scores_gemma":[0.01463304,0.0002122226,0.0007387812,0.002804968,0.0002847432,0.0005764049,0.0009198788,0.0006669186,0.0001152461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008189459,"about_ca_system_score_gemma":0.0006985555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03949469,"about_ca_topic_score_gemma":0.02486644,"domain_scores_codex":[0.9968773,0.00165435,0.000292446,0.0004794584,0.0004799823,0.0002164129],"domain_scores_gemma":[0.9913964,0.002850736,0.004196135,0.0005533813,0.0005809462,0.0004224363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005867359,0.00001039353,0.998262,0.00001438286,0.0002302006,0.000046733,0.00003588852,0.0001452994,0.00002507973,0.00002131603,0.00007268114,0.001077335],"study_design_scores_gemma":[0.000009872695,0.00005018801,0.9982622,0.00002882269,0.0001654207,0.0001327686,0.0001086405,0.00098519,0.00005541798,0.00005035951,0.0001450377,0.000006034747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961215,0.0006691658,0.0004393172,0.0001331898,0.000009028703,0.00001542924,0.002199975,0.00000710402,0.000405342],"genre_scores_gemma":[0.9973495,0.0004043801,0.0002899156,0.00002996931,0.00001079718,0.00002655835,0.001807074,0.000002062004,0.0000796498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03949469,"threshold_uncertainty_score":0.0785296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964029936","doi":"10.4088/jcp.18r12527","title":"The Prevalence of Anxiety Disorders During Pregnancy and the Postpartum Period","year":2019,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":543,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Island Health; University of British Columbia; Memorial University of Newfoundland","funders":"Medical Research Council","keywords":"Anxiety; Offspring; Pregnancy; Postpartum period; Psychiatry; Medicine; Clinical psychology; Perinatal period; Psychology; Obstetrics; Biology","authors":[{"name":"Emily Fawcett","is_ca":true},{"name":"Nichole Fairbrother","is_ca":true},{"name":"Megan L. Cox","is_ca":true},{"name":"Ian R. White","is_ca":false},{"name":"Jonathan M. Fawcett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05078801615105644,"gpt":0.4092078952427213,"spread":0.3584198790916649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007239982,0.0003801269,0.0008791299,0.007334275,0.0002143328,0.00124529,0.0007340193,0.0005362094,0.001231645],"category_scores_gemma":[0.02987603,0.0003595238,0.001399322,0.006097923,0.0004512719,0.001268456,0.0008143162,0.00039051,0.0001277751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008232547,"about_ca_system_score_gemma":0.001181637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005534558,"about_ca_topic_score_gemma":0.0069402,"domain_scores_codex":[0.9945241,0.001822015,0.001683597,0.0006543633,0.001148195,0.0001676432],"domain_scores_gemma":[0.9757809,0.01139919,0.01106787,0.0002537782,0.001279701,0.0002186895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007711931,0.00007255188,0.8500396,0.04902827,0.007677555,0.0004617692,0.001648237,0.0003021816,0.0004883189,0.0003973912,0.001723981,0.08738893],"study_design_scores_gemma":[0.00006415999,0.0002891456,0.968546,0.01949811,0.004016451,0.002073091,0.001600535,0.0001995301,0.0002123507,0.0002722584,0.003194133,0.00003434689],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4902233,0.488378,0.001625878,0.001895007,0.0001296381,0.0003794436,0.01399989,0.00002856416,0.003340293],"genre_scores_gemma":[0.9164882,0.07813729,0.002006453,0.0003833964,0.0001401013,0.000414112,0.00225635,0.00000498355,0.0001691956],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007334275,"threshold_uncertainty_score":0.03828913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124906668","doi":"10.1177/070674370404901103","title":"Perinatal Risks of Untreated Depression during Pregnancy","year":2004,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":525,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University; SickKids Foundation; Hospital for Sick Children; McMaster University; University of Toronto","funders":"","keywords":"Pregnancy; Depression (economics); Medicine; Psychiatry; Obstetrics","authors":[{"name":"Lori Bonari","is_ca":true},{"name":"Natasha Pinto","is_ca":true},{"name":"Eric S. Ahn","is_ca":true},{"name":"Adrienne Einarson","is_ca":true},{"name":"Meir Steiner","is_ca":true},{"name":"Gideon Koren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0556686003151878,"gpt":0.3589890920340049,"spread":0.3033204917188171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103572,0.0005683443,0.00160887,0.00293321,0.0002531682,0.0008099126,0.0007526245,0.000902939,0.001880569],"category_scores_gemma":[0.003460193,0.0002958098,0.0005494098,0.003097802,0.000282602,0.0007286709,0.0003440085,0.0004834819,0.0003606597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007984978,"about_ca_system_score_gemma":0.002151881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296964,"about_ca_topic_score_gemma":0.009133915,"domain_scores_codex":[0.9992471,0.0002543748,0.0001486114,0.00005786905,0.0002580509,0.00003408067],"domain_scores_gemma":[0.9985448,0.0008823129,0.0003524369,0.00001607433,0.000166482,0.00003777303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002801866,0.00005315915,0.003370439,0.1054852,0.0008690768,0.001909662,0.0003535108,0.0002367694,0.0006230278,0.0009172542,0.01275731,0.8731444],"study_design_scores_gemma":[0.0002955704,0.001014427,0.05171487,0.2724939,0.006341875,0.03882016,0.00204577,0.000265694,0.001449004,0.002160138,0.6232852,0.000113579],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003032674,0.9991757,0.000016989,0.00009974837,0.00004346855,0.000004311725,0.00001256491,9.292888e-7,0.0003429718],"genre_scores_gemma":[0.001791852,0.9979563,0.00005290025,0.00006034316,0.00004852863,0.000005876163,0.00001379988,2.453265e-7,0.00007021933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004296964,"threshold_uncertainty_score":0.008543909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978522713","doi":"10.1056/nejmoa066584","title":"Use of Selective Serotonin-Reuptake Inhibitors in Pregnancy and the Risk of Birth Defects","year":2007,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":497,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Odds ratio; Medicine; Pregnancy; Anencephaly; Obstetrics; Omphalocele; Confidence interval; Pediatrics; Low birth weight; Fetus; Internal medicine","authors":[{"name":"Sura Alwan","is_ca":true},{"name":"Jennita Reefhuis","is_ca":false},{"name":"Sonja A. Rasmussen","is_ca":false},{"name":"Richard S. Olney","is_ca":false},{"name":"Jan M. Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02171135067413742,"gpt":0.2855883499368405,"spread":0.2638769992627031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007392763,0.0002111041,0.0001790398,0.0006931082,0.0001861416,0.0003421615,0.0002760971,0.0003834391,0.001401027],"category_scores_gemma":[0.004671535,0.0001642102,0.0002299246,0.0006889825,0.000222346,0.0001494061,0.0002419861,0.0004303496,0.0001473931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216481,"about_ca_system_score_gemma":0.000281525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005331538,"about_ca_topic_score_gemma":0.004354891,"domain_scores_codex":[0.9994424,0.0001801552,0.00007020644,0.0001046591,0.0001379922,0.00006468249],"domain_scores_gemma":[0.9957735,0.001308947,0.002269934,0.0001244187,0.0002099854,0.0003132095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006325037,0.00001023927,0.9967121,0.00002086273,0.00004801621,0.0001072151,0.00002158237,0.00004189062,0.0001119791,0.00001583408,0.0001157214,0.002731202],"study_design_scores_gemma":[0.00000561871,0.00009739257,0.9981341,0.00004417183,0.00005506828,0.001055454,0.00003896385,0.0001281349,0.000105838,0.0000346883,0.0002980272,0.00000254781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914052,0.005865968,0.0001810134,0.0005005446,0.00002015618,0.000007561481,0.0009983854,0.00001052649,0.001010653],"genre_scores_gemma":[0.9963081,0.002865443,0.0001995728,0.00006233023,0.00002145874,0.000008930467,0.0004023208,0.000001716304,0.0001300395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005331538,"threshold_uncertainty_score":0.01060104,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2105173013","doi":"10.1017/s0954579407070289","title":"Effective treatment for postpartum depression is not sufficient to improve the developing mother–child relationship","year":2007,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":489,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"National Institute of Mental Health","keywords":"Psychology; Temperament; Depression (economics); Interpersonal psychotherapy; Mental health; Postpartum depression; Clinical psychology; Psychiatry; Developmental psychology; Pregnancy; Personality; Randomized controlled trial; Medicine","authors":[{"name":"David Forman","is_ca":true},{"name":"Michael W. O’Hara","is_ca":false},{"name":"Scott Stuart","is_ca":false},{"name":"Laura Gorman","is_ca":false},{"name":"Karin Larsen","is_ca":false},{"name":"Katherine C. Coy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02977446229256797,"gpt":0.3387462427295464,"spread":0.3089717804369784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007629821,0.00007665888,0.0003071568,0.00006872747,0.0002551874,0.0002060632,0.0002549238,0.0002314923,0.001594933],"category_scores_gemma":[0.001548308,0.00009196258,0.000168785,0.00006096116,0.0002305256,0.0001593004,0.0001841364,0.0004450576,0.0002205063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049498,"about_ca_system_score_gemma":0.0004677735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008946544,"about_ca_topic_score_gemma":0.001944155,"domain_scores_codex":[0.9997419,0.0001234099,0.00002181406,0.00002004394,0.00005709104,0.00003580463],"domain_scores_gemma":[0.9996303,0.0001602623,0.0000685103,0.0000458268,0.00001981348,0.00007530407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01369461,0.01158349,0.09517664,0.001337183,0.0005789516,0.0004948507,0.00105122,0.0002473078,0.06737503,0.001735728,0.005196485,0.8015285],"study_design_scores_gemma":[0.01113993,0.09208073,0.8288161,0.00169627,0.001381511,0.002553173,0.002811395,0.001202148,0.02119399,0.004569454,0.03250532,0.00004999479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924213,0.00281725,0.0003043927,0.001884311,0.00008185199,0.00008254685,0.00007382542,0.00001013592,0.002324357],"genre_scores_gemma":[0.9889521,0.006920771,0.001943585,0.000907101,0.0000640346,0.0001905455,0.00009004527,0.000002153169,0.0009297452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001594933,"threshold_uncertainty_score":0.005335569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239700635","doi":"10.1056/nejmcp1607649","title":"Postpartum Depression","year":2016,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":481,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Postpartum depression; Depression (economics); Pharmacotherapy; Social support; Psychiatry; Functional impairment; Postpartum period; Pregnancy; Pediatrics; Psychotherapist; Psychology","authors":[{"name":"Donna E. Stewart","is_ca":true},{"name":"Simone N. Vigod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04963149809306877,"gpt":0.3740355610005281,"spread":0.3244040629074593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004482524,0.0006131475,0.001234665,0.001046265,0.0002641502,0.0008608929,0.0007834817,0.0006740896,0.01076627],"category_scores_gemma":[0.001736731,0.000142386,0.000742597,0.001022615,0.0001507215,0.000401991,0.0004261561,0.0009754922,0.003297919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102016,"about_ca_system_score_gemma":0.0008788171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700594,"about_ca_topic_score_gemma":0.003646033,"domain_scores_codex":[0.9997169,0.00006896055,0.00005670518,0.00003763402,0.00008841488,0.00003125938],"domain_scores_gemma":[0.9995889,0.0001888471,0.00006757546,0.00001809863,0.0001106717,0.00002584388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005140605,0.00005840705,0.0003363233,0.01828649,0.0002505179,0.0001320137,0.00006723661,0.00005651689,0.0003398748,0.001092154,0.05643476,0.9228943],"study_design_scores_gemma":[0.000096503,0.0001346183,0.00431661,0.03120622,0.0007820975,0.003459572,0.0001666866,0.00007272878,0.0003124414,0.001632775,0.9577961,0.00002370162],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004022836,0.9916034,0.0002581927,0.0007052005,0.0005103326,0.00005935895,0.0002025573,0.00002969654,0.006229002],"genre_scores_gemma":[0.004175033,0.9921044,0.0004169669,0.0006631077,0.0002438216,0.00004064255,0.0002629904,0.000003863829,0.002089224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01076627,"threshold_uncertainty_score":0.03601676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186670456","doi":"10.1186/s12978-021-01209-5","title":"The relationship between social support and mental health problems during pregnancy: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Reproductive Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":469,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Publication bias; Funnel plot; Mental health; Systematic review; Social support; Medicine; Checklist; Psychological intervention; Critical appraisal; Psychology; Clinical psychology; Psychiatry; MEDLINE; Social psychology; Alternative medicine","authors":[{"name":"Asres Bedaso","is_ca":false},{"name":"Jon Adams","is_ca":false},{"name":"Wenbo Peng","is_ca":false},{"name":"David Sibbritt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1975375099663994,"gpt":0.4336740487024002,"spread":0.2361365387360009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01964444,0.003164641,0.01943214,0.009247143,0.0008738734,0.004314214,0.002421069,0.002806576,0.003717687],"category_scores_gemma":[0.05189678,0.001634785,0.0437295,0.008915474,0.0009149462,0.00249056,0.002124018,0.002276897,0.0002583776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003831936,"about_ca_system_score_gemma":0.006488546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006630806,"about_ca_topic_score_gemma":0.01358381,"domain_scores_codex":[0.9854813,0.00671975,0.0044764,0.001093709,0.001782929,0.0004458191],"domain_scores_gemma":[0.9654368,0.02628111,0.005044568,0.0007179057,0.00220268,0.0003169647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001222896,0.00004954038,0.003313094,0.5989867,0.3830666,0.0001268655,0.0001301612,0.0004197496,0.0001371782,0.0001377401,0.0004147997,0.01199462],"study_design_scores_gemma":[0.0004561352,0.0002633653,0.003585796,0.06076246,0.9329933,0.00010444,0.00007571275,0.0002118326,0.0001069287,0.0001850666,0.001225489,0.00002948003],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004141421,0.9938914,0.0005140604,0.0001907566,0.0001381825,0.0006007964,0.0003344257,0.00001909684,0.0001699142],"genre_scores_gemma":[0.1272561,0.8641719,0.003182204,0.000701185,0.0003041316,0.003431216,0.0006547379,0.00001968435,0.00027887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01964444,"threshold_uncertainty_score":0.103891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027373195","doi":"10.1111/aogs.13925","title":"Uptrend in distress and psychiatric symptomatology in pregnant women during the coronavirus disease 2019 pandemic","year":2020,"lang":"en","type":"article","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":468,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Dissociative Experiences Scale; Pregnancy; Prenatal care; Psychiatry; Pandemic; Anxiety; Distress; Gestational age; Offspring; Depression (economics); Obstetrics; Disease; Coronavirus disease 2019 (COVID-19); Clinical psychology; Internal medicine; Population; Psychosis","authors":[{"name":"Nicolas Berthelot","is_ca":true},{"name":"Roxanne Lemieux","is_ca":true},{"name":"Julia Garon‐Bissonnette","is_ca":true},{"name":"Christine Drouin‐Maziade","is_ca":true},{"name":"Élodie Martel","is_ca":true},{"name":"Michel Maziade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02694165881502555,"gpt":0.3079297484614802,"spread":0.2809880896464547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007971423,0.00020538,0.0001969105,0.0004585312,0.0006018875,0.0005986739,0.0003053061,0.0004675203,0.001097077],"category_scores_gemma":[0.003047212,0.0002144755,0.0004143234,0.0005131779,0.0003333144,0.000412793,0.0007092637,0.0005635875,0.00009777756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008597972,"about_ca_system_score_gemma":0.0008170626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04227667,"about_ca_topic_score_gemma":0.0736048,"domain_scores_codex":[0.9994261,0.0001921164,0.00004644315,0.00009519052,0.00006311433,0.0001770342],"domain_scores_gemma":[0.9987929,0.0002119991,0.0006310656,0.00005628683,0.000113366,0.0001943668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000844071,0.00002398809,0.9972399,0.000007817603,0.00002456037,0.00007413288,0.0004578861,0.00001982854,0.0001336401,0.000009867157,0.00008901487,0.00183482],"study_design_scores_gemma":[9.15251e-7,0.00003413448,0.9988807,0.000006187901,0.000005039982,0.00004077337,0.0009216777,0.00003766639,0.00001552622,0.000006198721,0.00004951909,0.000001737499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993223,0.0001219891,0.000019669,0.00009206116,0.000007831559,0.000009516806,0.0001374034,0.000001103662,0.0002880265],"genre_scores_gemma":[0.9995912,0.00009317487,0.00003469662,0.00003653875,0.00000756675,0.00001172139,0.0001326465,5.504578e-7,0.00009190547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04227667,"threshold_uncertainty_score":0.08406121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097538067","doi":"10.1016/j.genhosppsych.2009.04.003","title":"The management of depression during pregnancy: a report from the American Psychiatric Association and the American College of Obstetricians and Gynecologists","year":2009,"lang":"en","type":"review","venue":"General Hospital Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":466,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child and Family Research Institute; University of Toronto; University of British Columbia; University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; GlaxoSmithKline; Pfizer; National Institute of Mental Health; Eli Lilly and Company","keywords":"Depression (economics); Psychiatry; Association (psychology); Pregnancy; Medicine; Antenatal depression; Family medicine; Psychology; Anxiety; Psychotherapist; Depressive symptoms","authors":[{"name":"Kimberly A. Yonkers","is_ca":false},{"name":"Katherine L. Wisner","is_ca":false},{"name":"Donna E. Stewart","is_ca":true},{"name":"Tim F. Oberlander","is_ca":true},{"name":"Diana L. Dell","is_ca":false},{"name":"Nada L. Stotland","is_ca":false},{"name":"Susan M. Ramin","is_ca":false},{"name":"Linda H. Chaudron","is_ca":false},{"name":"Charles J. Lockwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040908219792412,"gpt":0.3020551573320481,"spread":0.2916460751341239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734305,0.0006449042,0.001731198,0.003064477,0.0002530309,0.0007989537,0.001149511,0.001143959,0.001642359],"category_scores_gemma":[0.00448955,0.0003669549,0.0010316,0.003076082,0.0003649573,0.0009555803,0.0007050182,0.001707464,0.0004270591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005965,"about_ca_system_score_gemma":0.002899453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007434218,"about_ca_topic_score_gemma":0.01857591,"domain_scores_codex":[0.9993987,0.00009562519,0.0001821576,0.00007946273,0.0002073228,0.00003679085],"domain_scores_gemma":[0.9972007,0.00134384,0.0006636623,0.00004242542,0.0005914111,0.0001578998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001383228,0.00005781985,0.0008173701,0.03436496,0.0004199998,0.0001667162,0.00007656986,0.0001686951,0.0003247462,0.0004030147,0.03483817,0.9282237],"study_design_scores_gemma":[0.0003940525,0.0005057905,0.01916088,0.0949609,0.004130073,0.003060029,0.0002861821,0.000308976,0.0005170931,0.0005897387,0.8760118,0.00007446053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001054098,0.9991096,0.00003065273,0.000351022,0.000123719,0.000005926426,0.00002242094,0.00000249118,0.0002487539],"genre_scores_gemma":[0.0008920618,0.9983048,0.0001531663,0.0004178054,0.000115092,0.000007356261,0.0000327485,0.00000100503,0.00007594643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007434218,"threshold_uncertainty_score":0.01478189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039282773","doi":"10.1203/01.pdr.0000136281.34035.44","title":"Stress During Pregnancy Affects General Intellectual and Language Functioning in Human Toddlers","year":2004,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":463,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Children's Hospital; McGill University; Douglas Mental Health University Institute","funders":"Canadian Psychiatric Research Foundation; McGill University","keywords":"Bayley Scales of Infant Development; Stressor; Prenatal stress; Pregnancy; Psychology; Developmental psychology; Child development; Medicine; Offspring; Clinical psychology; Cognition; Psychiatry; Psychomotor learning","authors":[{"name":"David P. Laplante","is_ca":true},{"name":"Ronald G. Barr","is_ca":true},{"name":"Alain Brunet","is_ca":true},{"name":"Guillaume Galbaud du Fort","is_ca":true},{"name":"Michael Meaney","is_ca":true},{"name":"Jean‐François Saucier","is_ca":true},{"name":"Philip R. Zelazo","is_ca":true},{"name":"Suzanne King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04667682653919076,"gpt":0.3746403338165238,"spread":0.3279635072773331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001213705,0.0002187329,0.000229302,0.0003049754,0.0005096275,0.0005660278,0.0001553891,0.0001611881,0.0007880875],"category_scores_gemma":[0.001082275,0.0001946908,0.0001851578,0.0003093032,0.0004631396,0.0001498953,0.0003085512,0.000289344,0.0001628083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523753,"about_ca_system_score_gemma":0.000289954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626004,"about_ca_topic_score_gemma":0.01973013,"domain_scores_codex":[0.9998976,0.00002922162,0.000008008174,0.00002033143,0.00001394965,0.00003091211],"domain_scores_gemma":[0.9996761,0.00006385167,0.00009532099,0.00003376773,0.00004304024,0.00008790456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00204647,0.0003932563,0.9489453,0.00007964275,0.0001329394,0.002348898,0.005003377,0.00008888647,0.02264871,0.0001368557,0.0003740096,0.01780172],"study_design_scores_gemma":[0.000004780712,0.0003179515,0.9966717,0.000005091022,0.00001750918,0.0004194159,0.001702317,0.00001446878,0.0006624979,0.00003214591,0.000147586,0.000004439223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994609,0.0001358121,0.00001134603,0.00001251943,0.000003307526,0.000001910948,0.00004556373,0.000001193426,0.0003274007],"genre_scores_gemma":[0.9992509,0.0002891025,0.00003250633,0.00001679979,0.000002080959,0.0000037967,0.00008387175,0.000001263973,0.0003195648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626004,"threshold_uncertainty_score":0.03233075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913988157","doi":"10.1016/j.pneurobio.2019.01.006","title":"Sex differences in depression: Insights from clinical and preclinical studies","year":2019,"lang":"en","type":"review","venue":"Progress in Neurobiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":455,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Depression (economics); Psychology; Disease; Neuroscience; Epidemiology; Psychiatry; Clinical psychology; Developmental psychology; Medicine","authors":[{"name":"Rand S. Eid","is_ca":true},{"name":"Aarthi R. Gobinath","is_ca":true},{"name":"Liisa A.M. Galea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2655236191296697,"gpt":0.4978738639908635,"spread":0.2323502448611938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000945953,0.0008393276,0.002122905,0.001502813,0.0001871239,0.001098113,0.0008625404,0.0009435163,0.0026323],"category_scores_gemma":[0.001512574,0.0002600604,0.0007456746,0.001605668,0.0005344152,0.000786249,0.0006721222,0.001477581,0.00060933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819577,"about_ca_system_score_gemma":0.001144627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882387,"about_ca_topic_score_gemma":0.003775571,"domain_scores_codex":[0.9998009,0.0000361917,0.00003486645,0.00005347043,0.0000567746,0.00001789947],"domain_scores_gemma":[0.999266,0.0004980314,0.00007626615,0.0000175026,0.0001064831,0.00003578667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002089865,0.0000847667,0.0007939229,0.02535832,0.0003480118,0.0001598059,0.00006420734,0.0003045779,0.001011071,0.001916235,0.01021417,0.9595358],"study_design_scores_gemma":[0.0002073726,0.0006601413,0.0143848,0.0286055,0.002398014,0.003205132,0.0003536216,0.0003645346,0.000943578,0.008894002,0.9398667,0.0001166314],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008870386,0.9994955,0.00005039745,0.0001209266,0.0000492276,0.000002298869,0.00001626366,0.000002119229,0.0001745636],"genre_scores_gemma":[0.0006227351,0.9989819,0.00009305417,0.0001072208,0.00008374998,0.000003448645,0.00001470376,5.212036e-7,0.00009261662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0026323,"threshold_uncertainty_score":0.008805871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884445590","doi":"10.1016/j.jaac.2018.06.012","title":"A Meta-Analysis of Maternal Prenatal Depression and Anxiety on Child Socioemotional Development","year":2018,"lang":"en","type":"review","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":453,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College; Université Laval; Hospital for Sick Children; University of Calgary","funders":"","keywords":"Socioemotional selectivity theory; Anxiety; Prenatal stress; Psychology; Offspring; Depression (economics); Pregnancy; Moderation; Odds ratio; Clinical psychology; Developmental psychology; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Sheri Madigan","is_ca":true},{"name":"Hannah Oatley","is_ca":true},{"name":"Nicole Racine","is_ca":true},{"name":"Pasco Fearon","is_ca":false},{"name":"Lea Schumacher","is_ca":false},{"name":"Emis Akbari","is_ca":true},{"name":"Jessica E. Cooke","is_ca":true},{"name":"George M. Tarabulsy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.046745015750553,"gpt":0.3525505639817995,"spread":0.3058055482312464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00806317,0.003086188,0.01455959,0.003698108,0.0007569058,0.002665461,0.002475226,0.00243066,0.006408334],"category_scores_gemma":[0.02723217,0.001818492,0.03603458,0.004545337,0.0007320999,0.001702654,0.00207875,0.002166085,0.0004212234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196219,"about_ca_system_score_gemma":0.003617926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252474,"about_ca_topic_score_gemma":0.03361322,"domain_scores_codex":[0.9947342,0.002228929,0.001518527,0.0007304744,0.0005133451,0.000274509],"domain_scores_gemma":[0.9880319,0.009123283,0.001406421,0.0005138502,0.000712675,0.0002118938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002466097,0.00004350659,0.004412632,0.1592749,0.8242335,0.0001662801,0.0001242474,0.0001874524,0.000235037,0.0001051524,0.0004610164,0.008290193],"study_design_scores_gemma":[0.00059138,0.0001363166,0.002597132,0.006367567,0.9893194,0.00005787314,0.00003360511,0.00004101566,0.00003790725,0.00008345965,0.0007221836,0.00001208535],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01189865,0.9861464,0.0005230886,0.0001802648,0.0002496662,0.0001773745,0.0004806746,0.00003830688,0.0003055662],"genre_scores_gemma":[0.3469285,0.645161,0.003516092,0.001560224,0.0003587722,0.000746168,0.0007977443,0.00006633325,0.0008651356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01455959,"threshold_uncertainty_score":0.04264259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139258084","doi":"10.1097/chi.0b013e31817eec80","title":"Project Ice Storm: Prenatal Maternal Stress Affects Cognitive and Linguistic Functioning in 5½-Year-Old Children","year":2008,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":434,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas College; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Psychology; Wechsler Adult Intelligence Scale; Perceived Stress Scale; Anxiety; Cognition; Confounding; Developmental psychology; Clinical psychology; Stress (linguistics); Medicine; Psychiatry","authors":[{"name":"David P. Laplante","is_ca":false},{"name":"Alain Brunet","is_ca":true},{"name":"Norbert Schmitz","is_ca":true},{"name":"Antonio Ciampi","is_ca":false},{"name":"Suzanne King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01249550967291663,"gpt":0.290624192875125,"spread":0.2781286832022083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005456031,0.0002702613,0.0002684091,0.0002590604,0.0008579085,0.0007421944,0.0003279033,0.0003783859,0.001380708],"category_scores_gemma":[0.001803824,0.0002873054,0.0003034235,0.0003279962,0.0003784149,0.0004568508,0.0008448568,0.0006797859,0.0002002421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612931,"about_ca_system_score_gemma":0.0008810536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0255801,"about_ca_topic_score_gemma":0.03830575,"domain_scores_codex":[0.9997655,0.00004623386,0.00001932642,0.00003386685,0.00004524385,0.00008979495],"domain_scores_gemma":[0.998925,0.0001347065,0.0003615631,0.00004793447,0.0001430157,0.0003877587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005034553,0.0005806925,0.9923658,0.00002018602,0.00004468517,0.0003760491,0.001679425,0.00003659856,0.0009577071,0.00003164778,0.000522486,0.00288132],"study_design_scores_gemma":[0.000009228182,0.0002590072,0.9974578,0.000005014075,0.000017372,0.0001026826,0.001809593,0.00002044897,0.0001872155,0.00001354671,0.0001150812,0.000002990845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997359,0.00001022045,0.000004495,0.00003006988,0.000004777716,0.000003518999,0.00008513842,8.749579e-7,0.0001249875],"genre_scores_gemma":[0.9991363,0.00006435895,0.00002998883,0.00003995433,0.000006016448,0.0000224165,0.0002606505,0.000001397055,0.0004389511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255801,"threshold_uncertainty_score":0.05086243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159307880","doi":"10.1017/s0954579414000029","title":"The persisting effect of maternal mood in pregnancy on childhood psychopathology","year":2014,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":433,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Institute of Mental Health; Medical Research Council; Wellcome Trust","keywords":"Psychology; Psychopathology; Anxiety; Pregnancy; Mood; Longitudinal study; Psychosocial; Confounding; Psychiatry; Clinical psychology; Medicine","authors":[{"name":"Kieran J. O’Donnell","is_ca":true},{"name":"Vivette Glover","is_ca":false},{"name":"Edward D. Barker","is_ca":false},{"name":"Thomas G. O’Connor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009556276651096407,"gpt":0.2785863105361497,"spread":0.2690300338850533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001601916,0.0002554218,0.0002655433,0.0004160382,0.0003855788,0.0005337343,0.0003983273,0.0002395806,0.0008764577],"category_scores_gemma":[0.00475953,0.000257257,0.0004489528,0.000431471,0.000654916,0.0004929162,0.0009205433,0.0006462892,0.00006744853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863512,"about_ca_system_score_gemma":0.0006267584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008038976,"about_ca_topic_score_gemma":0.01580609,"domain_scores_codex":[0.999324,0.0003039686,0.00003770946,0.0001339295,0.00008022811,0.0001202296],"domain_scores_gemma":[0.9973755,0.001201876,0.0007476635,0.0003539987,0.0001059003,0.0002151171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475607,0.00003576941,0.9886101,0.00003101001,0.0001646198,0.0001479472,0.0002753965,0.0001337138,0.001614719,0.0003306495,0.00004112486,0.008467396],"study_design_scores_gemma":[9.485343e-7,0.00009503634,0.9993587,0.000007250466,0.00002632564,0.00007443292,0.00005549985,0.00009508711,0.0001341025,0.00008694857,0.00006415774,0.000001436638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963068,0.001437926,0.0009673656,0.0001808474,0.00001058475,0.00001407474,0.0002048125,0.000007788174,0.0008698129],"genre_scores_gemma":[0.9988326,0.0005077053,0.0004220948,0.00002795478,0.000007634027,0.000008804713,0.00007532331,0.000001723186,0.0001161237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008038976,"threshold_uncertainty_score":0.01598436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914543137","doi":"10.1146/annurev-med-041217-011106","title":"Postpartum Depression: Pathophysiology, Treatment, and Emerging Therapeutics","year":2019,"lang":"en","type":"review","venue":"Annual Review of Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":433,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Breastfeeding; Postpartum depression; Depression (economics); Pregnancy; Anxiety; Mood; Childbirth; Psychiatry; Intensive care medicine; Pediatrics","authors":[{"name":"Donna E. Stewart","is_ca":true},{"name":"Simone N. Vigod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06390765291988901,"gpt":0.4173030953666595,"spread":0.3533954424467706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696154,0.0007765508,0.001707245,0.001897613,0.0003153115,0.001224042,0.0007846192,0.001152085,0.002992499],"category_scores_gemma":[0.001590902,0.0002900198,0.0008750316,0.001765923,0.0004158173,0.0009893591,0.000685429,0.001783413,0.000705381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007867871,"about_ca_system_score_gemma":0.001614596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829892,"about_ca_topic_score_gemma":0.003700528,"domain_scores_codex":[0.9996886,0.00008632115,0.00006501475,0.00004349011,0.00008812205,0.00002843694],"domain_scores_gemma":[0.9994579,0.0003371547,0.0000820845,0.00001344197,0.00008539419,0.00002403576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009955378,0.00009226654,0.0001560955,0.06668319,0.0002805186,0.0001456587,0.00008234289,0.0002492197,0.0005570782,0.002987264,0.02372116,0.9049456],"study_design_scores_gemma":[0.00009997815,0.0002467717,0.002107346,0.07540628,0.001185488,0.00202018,0.0002598997,0.0002742681,0.0003284604,0.004854168,0.9131818,0.00003542267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003436283,0.9995851,0.00001615525,0.0001384451,0.00006833532,0.000001906958,0.000004710036,0.00000146783,0.0001495921],"genre_scores_gemma":[0.0003676504,0.9992973,0.00005109842,0.0001101628,0.00007821306,0.000003632387,0.000007032183,3.563222e-7,0.00008461333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002992499,"threshold_uncertainty_score":0.01001096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044252136","doi":"10.1016/j.jad.2020.07.081","title":"Maternal psychological distress & mental health service use during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":430,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; Children's Hospital Research Institute of Manitoba; University of Manitoba; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Children's Hospital Research Institute of Manitoba; University of Manitoba; Research Manitoba","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Mental health; 2019-20 coronavirus outbreak; Psychological distress; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distress; Psychiatry; Psychology; Coronavirus Infections; Clinical psychology; Medicine; Virology; Internal medicine; Disease; Infectious disease (medical specialty)","authors":[{"name":"Emily E. Cameron","is_ca":true},{"name":"Kayla M. Joyce","is_ca":true},{"name":"Chantal P Delaquis","is_ca":true},{"name":"Kristin Reynolds","is_ca":true},{"name":"Jennifer L. P. Protudjer","is_ca":true},{"name":"Leslie E. Roos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06127806981630589,"gpt":0.3766059527723599,"spread":0.315327882956054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005769218,0.0001191329,0.0001726721,0.0005412581,0.00101424,0.001039494,0.0003399374,0.0005979398,0.004415181],"category_scores_gemma":[0.00575708,0.0001749732,0.0003332346,0.0007325934,0.0003891136,0.0007276727,0.001689367,0.001860029,0.0002030398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346004,"about_ca_system_score_gemma":0.001540949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06104983,"about_ca_topic_score_gemma":0.09988725,"domain_scores_codex":[0.9993588,0.0001661062,0.00005958907,0.00004799285,0.000083602,0.0002838612],"domain_scores_gemma":[0.9983954,0.0002189905,0.0007540546,0.00004543744,0.0001429069,0.0004431161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648938,0.0001070055,0.9792266,0.00007004766,0.00006791486,0.0003674627,0.002118713,0.00008457253,0.0001536172,0.0004874635,0.002574584,0.01457727],"study_design_scores_gemma":[0.0000026643,0.00003150991,0.9951988,0.00007966434,0.000009124555,0.0001457422,0.003110169,0.00005765021,0.00001898157,0.00005604023,0.001284954,0.000004788621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777777,0.002685087,0.00007950366,0.005588154,0.0001735766,0.00006710304,0.002197174,0.000009661174,0.01142213],"genre_scores_gemma":[0.9968953,0.001240515,0.00006196531,0.000487242,0.00009988317,0.00003894021,0.0003278233,0.000002632344,0.0008457199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06104983,"threshold_uncertainty_score":0.1213889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123783391","doi":"10.3109/01612840.2012.673054","title":"Postpartum Depression is a Family Affair: Addressing the Impact on Mothers, Fathers, and Children","year":2012,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":401,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University of Alberta; University of Calgary; University of New Brunswick","funders":"","keywords":"Conceptualization; Postpartum depression; Depression (economics); Psychology; Mental health; Intervention (counseling); Developmental psychology; Social support; Cognition; Clinical psychology; Medicine; Psychiatry; Pregnancy; Psychotherapist","authors":[{"name":"Nicole Letourneau","is_ca":true},{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Karen Benzies","is_ca":true},{"name":"Linda Duffett‐Leger","is_ca":true},{"name":"Moira Stewart","is_ca":true},{"name":"Panagiota Tryphonopoulos","is_ca":true},{"name":"Dave Este","is_ca":true},{"name":"William J. Watson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03805651827588268,"gpt":0.3977526868236777,"spread":0.359696168547795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088717,0.0001597708,0.0002029303,0.000158864,0.001156499,0.0005915572,0.0003211811,0.0006610788,0.001407692],"category_scores_gemma":[0.002718113,0.0001158761,0.0001513427,0.0002183374,0.0002818529,0.0004978492,0.0008610635,0.00067329,0.00009404907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006150245,"about_ca_system_score_gemma":0.002359324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005971614,"about_ca_topic_score_gemma":0.01955394,"domain_scores_codex":[0.9996126,0.0002440956,0.00001658132,0.00001694935,0.00004166265,0.00006806351],"domain_scores_gemma":[0.9991353,0.0003796168,0.0001467837,0.00001329899,0.00009045737,0.0002346742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001627552,0.0006903306,0.223801,0.001940536,0.0001216299,0.005035026,0.01960161,0.0002144791,0.001789457,0.002407738,0.01318209,0.7310532],"study_design_scores_gemma":[0.0001026058,0.003356761,0.7198648,0.006192205,0.0005864183,0.01598609,0.1460949,0.0006941247,0.002005664,0.003247105,0.1018106,0.0000587076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841907,0.09087603,0.0009387425,0.05362205,0.0005614374,0.00005191777,0.00006013928,0.00001770869,0.01196496],"genre_scores_gemma":[0.9313641,0.06429312,0.0009339713,0.001801564,0.000240516,0.00003820407,0.00001403132,0.000003084419,0.001311601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005971614,"threshold_uncertainty_score":0.01187372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126010695","doi":"10.1017/s0033291703008286","title":"Life events, social support and depression in childbirth: perspectives from a rural community in the developing world","year":2003,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":397,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Childbirth; Depression (economics); Medicine; Psychiatry; Population; Pregnancy; Developing country; Quarter (Canadian coin); Public health; Social support; Antenatal depression; Rural area; Psychology; Depressive symptoms; Environmental health; Nursing; Anxiety; Geography","authors":[{"name":"Atıf Rahman","is_ca":false},{"name":"Zafar Iqbal","is_ca":false},{"name":"Richard Harrington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0733505955132632,"gpt":0.3896555534115328,"spread":0.3163049578982696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007264678,0.0002640082,0.0003448124,0.0006741709,0.003949843,0.001281579,0.0003692644,0.0006105772,0.002731028],"category_scores_gemma":[0.001049866,0.0002503075,0.0002301101,0.001149194,0.001408262,0.001123439,0.001760225,0.001280639,0.0001652045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109561,"about_ca_system_score_gemma":0.001735195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04360107,"about_ca_topic_score_gemma":0.07988256,"domain_scores_codex":[0.9996489,0.0001780385,0.000008139431,0.00002028258,0.00003108144,0.0001135016],"domain_scores_gemma":[0.9993705,0.0001607082,0.0001098057,0.000009497516,0.00006403623,0.0002853769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002409959,0.0006645033,0.5125361,0.0006632943,0.0000889876,0.005178669,0.4334145,0.00008263519,0.001096444,0.001023992,0.005961772,0.039048],"study_design_scores_gemma":[0.00004195952,0.0005510488,0.3383974,0.0003548964,0.00003421623,0.001717051,0.6506596,0.00005819506,0.0000567202,0.000346982,0.007757085,0.00002488311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901232,0.003024416,0.00002720225,0.004598865,0.00003169836,0.00001686057,0.0001271753,0.000001309905,0.002049136],"genre_scores_gemma":[0.9925261,0.006075883,0.00004764762,0.0008477994,0.00003488854,0.00002302775,0.00005501379,0.000001278773,0.0003883365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04360107,"threshold_uncertainty_score":0.08669454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131499539","doi":"10.1136/bmj.a3064","title":"Effect of peer support on prevention of postnatal depression among high risk women: multisite randomised controlled trial","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Canadian Forces College; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Edinburgh Postnatal Depression Scale; Randomized controlled trial; Depression (economics); Peer support; Anxiety; Physical therapy; Confidence interval; Relative risk; Psychiatry; Internal medicine; Depressive symptoms","authors":[{"name":"Ellen Hodnett","is_ca":true},{"name":"L Kenton","is_ca":true},{"name":"J. Weston","is_ca":true},{"name":"John A. F. Zupancic","is_ca":false},{"name":"Donna E. Stewart","is_ca":true},{"name":"Alex Kiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008105361496794035,"gpt":0.3235382547186386,"spread":0.3154328932218446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002799557,0.001193415,0.00369725,0.0007175647,0.000709085,0.0009939153,0.001090814,0.002839816,0.009909608],"category_scores_gemma":[0.008147905,0.0006470177,0.002318507,0.0006493385,0.0008217111,0.0009906315,0.0008128579,0.002180232,0.000603073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178891,"about_ca_system_score_gemma":0.002205377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004942542,"about_ca_topic_score_gemma":0.006475937,"domain_scores_codex":[0.9966306,0.002163777,0.0003015073,0.000404998,0.0002715913,0.0002275063],"domain_scores_gemma":[0.9970714,0.001261939,0.000557939,0.0001489911,0.0001834965,0.0007761936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9528075,0.007106763,0.0008096013,0.006095667,0.002427007,0.000097517,0.0001348066,0.000317225,0.0005300803,0.0001146599,0.0007390442,0.02882002],"study_design_scores_gemma":[0.964658,0.03132608,0.001821895,0.0004879751,0.000766917,0.00003205469,0.00003800738,0.0003274064,0.00009735885,0.00009001766,0.0003445857,0.000009698303],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376048,0.02330581,0.001577381,0.001989015,0.002087222,0.02839355,0.001151974,0.0002919712,0.003598203],"genre_scores_gemma":[0.9650651,0.006220267,0.003001177,0.0007811909,0.0007395385,0.02205777,0.0002932144,0.00001458643,0.001827187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009909608,"threshold_uncertainty_score":0.03315091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605727465","doi":"10.1017/s0033291717000617","title":"The prevalence of antenatal and postnatal co-morbid anxiety and depression: a meta-analysis","year":2017,"lang":"en","type":"review","venue":"Psychological Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto; Western University","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Psychiatry; Confidence interval; Anxiety disorder; Pediatrics; Prevalence; Epidemiology; Internal medicine","authors":[{"name":"Kobra Falah‐Hassani","is_ca":true},{"name":"Rahman Shiri","is_ca":false},{"name":"Cindy‐Lee Dennis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2887843490702327,"gpt":0.5058155572754512,"spread":0.2170312082052185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01338034,0.00263862,0.0145521,0.006254565,0.0007878374,0.00393052,0.002134101,0.002369844,0.003131693],"category_scores_gemma":[0.02907787,0.002092103,0.05193619,0.005790224,0.0007754139,0.00191761,0.001909664,0.002178973,0.0003555781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985261,"about_ca_system_score_gemma":0.001880177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007123755,"about_ca_topic_score_gemma":0.01531476,"domain_scores_codex":[0.9895933,0.004389124,0.00335982,0.001374995,0.0009173497,0.0003654533],"domain_scores_gemma":[0.9774646,0.01645269,0.003057468,0.001145572,0.001582132,0.0002975615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001870228,0.00002319898,0.01142835,0.1097967,0.8712608,0.0001438399,0.00007781048,0.0002951083,0.0001716135,0.0000674335,0.0002832333,0.004581669],"study_design_scores_gemma":[0.0003126367,0.0001185268,0.007106213,0.007628613,0.9838283,0.0001275495,0.00003656032,0.0001497827,0.00006900542,0.0001029802,0.0005027772,0.00001704743],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01736343,0.9804673,0.0006663584,0.0001870907,0.0001642008,0.0002019327,0.0005577939,0.00003344868,0.0003582909],"genre_scores_gemma":[0.5162613,0.4770194,0.002811745,0.0009587593,0.0002909166,0.0009110728,0.001166149,0.00005987319,0.0005206536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854479,"threshold_uncertainty_score":0.07076281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889131270","doi":"10.4088/jcp.17r12011","title":"Maternal Anxiety During Pregnancy and the Association With Adverse Perinatal Outcomes","year":2018,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":391,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; St. Joseph’s Healthcare Hamilton; Toronto General Hospital; University of Toronto; Women's College Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Anxiety; Confidence interval; Obstetrics; Meta-analysis; Birth weight; Pregnancy; Cochrane Library; Low birth weight; MEDLINE; Gestational age; Pediatrics; Internal medicine; Psychiatry","authors":[{"name":"Sophie Grigoriadis","is_ca":true},{"name":"Lisa Graves","is_ca":false},{"name":"Miki Peer","is_ca":true},{"name":"Lana Mamisashvili","is_ca":true},{"name":"George Tomlinson","is_ca":true},{"name":"Simone N. Vigod","is_ca":true},{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Meir Steiner","is_ca":true},{"name":"Cara Brown","is_ca":true},{"name":"Amy Cheung","is_ca":true},{"name":"Hiltrud Dawson","is_ca":false},{"name":"Neil A. Rector","is_ca":true},{"name":"Melanie Guenette","is_ca":true},{"name":"Margaret A. Richter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04368134696640978,"gpt":0.4043420792342945,"spread":0.3606607322678848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008987161,0.002006129,0.008553481,0.004307665,0.0005726939,0.003089027,0.001587699,0.001818427,0.002186663],"category_scores_gemma":[0.03213556,0.00117866,0.01929565,0.004631544,0.0006769029,0.001329178,0.001289085,0.001682237,0.0001412498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060284,"about_ca_system_score_gemma":0.003116344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007548423,"about_ca_topic_score_gemma":0.01364103,"domain_scores_codex":[0.9917428,0.003620443,0.002456714,0.0009119321,0.001009185,0.0002589385],"domain_scores_gemma":[0.9795639,0.01430678,0.004671,0.0003339641,0.0009303685,0.0001939919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001810743,0.0000643088,0.01607135,0.5318103,0.4201474,0.0001528027,0.0001752499,0.0004613323,0.0002160596,0.0001750794,0.0006571199,0.02825815],"study_design_scores_gemma":[0.0006540669,0.0006197515,0.02242415,0.1024152,0.869889,0.0003711874,0.0001290425,0.0002433905,0.0002094171,0.0002514485,0.002747364,0.00004592775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004591742,0.9945775,0.0001326038,0.0001658781,0.00008195038,0.00008442655,0.0001913837,0.000005504799,0.0001689714],"genre_scores_gemma":[0.1684982,0.8281447,0.001226135,0.0007452242,0.0003121831,0.0005061057,0.0003804782,0.000008663676,0.0001782609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008987161,"threshold_uncertainty_score":0.04752922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341472385","doi":"10.1016/j.jad.2015.12.082","title":"Perinatal anxiety disorder prevalence and incidence","year":2016,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":377,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada; Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Anxiety; Medicine; Incidence (geometry); Pregnancy; Depression (economics); Mood; Prevalence; Postpartum period; Postpartum depression; Mood disorders; Edinburgh Postnatal Depression Scale; Psychiatry; Epidemiology; Obstetrics; Internal medicine; Depressive symptoms","authors":[{"name":"Nichole Fairbrother","is_ca":true},{"name":"Patricia A. Janssen","is_ca":true},{"name":"Martin M. Antony","is_ca":true},{"name":"Emma Tucker","is_ca":true},{"name":"Allan H. Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005881384529254276,"gpt":0.2758458294031454,"spread":0.2699644448738912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575516,0.0001963509,0.000300914,0.003357868,0.0003053067,0.0009230051,0.0005056411,0.0002954102,0.003586575],"category_scores_gemma":[0.002774715,0.0002846143,0.0005802971,0.002131622,0.0002134548,0.0005590805,0.0005863986,0.0004438146,0.00051694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383003,"about_ca_system_score_gemma":0.0003400348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411453,"about_ca_topic_score_gemma":0.01043336,"domain_scores_codex":[0.9994873,0.00009400224,0.0001074073,0.00008968209,0.000100075,0.0001215919],"domain_scores_gemma":[0.9989323,0.000231619,0.0004777347,0.0000718999,0.0001609717,0.0001253777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005871997,0.0000157402,0.9969439,0.00001981513,0.00004129166,0.0001124672,0.0001219475,0.0000303915,0.0001541876,0.00004269199,0.000132084,0.00232677],"study_design_scores_gemma":[9.225247e-7,0.00002046975,0.9990582,0.00001044642,0.00001480482,0.0003623136,0.0002603251,0.00003432353,0.00005019954,0.0000123544,0.0001734516,0.000002204552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987992,0.001048333,0.0001287587,0.00006950171,0.000009489402,0.00003032861,0.006734358,0.00002042191,0.003966775],"genre_scores_gemma":[0.9952419,0.00105773,0.0001019163,0.00002189258,0.00001308417,0.00003392455,0.002894529,0.000005292328,0.0006298852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411453,"threshold_uncertainty_score":0.02806473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980036246","doi":"10.1046/j.1365-3016.2001.00012.x","title":"Socio‐economic disparities in preterm birth: causal pathways and mechanisms","year":2001,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Methylenetetrahydrofolate reductase; Bacterial vaginosis; Fetal fibronectin; Population; Stressor; Obstetrics; Psychosocial; Pregnancy; Psychiatry; Fetus; Environmental health; Genetics; Allele","authors":[{"name":"Michael S. Kramer","is_ca":true},{"name":"Lise Goulet","is_ca":false},{"name":"John E. Lydon","is_ca":false},{"name":"Louise Séguin","is_ca":false},{"name":"Helen McNamara","is_ca":false},{"name":"Clément Dassa","is_ca":false},{"name":"Robert W. Platt","is_ca":false},{"name":"Moy Fong Chen","is_ca":false},{"name":"Henriette Gauthier","is_ca":false},{"name":"Jacques Genest","is_ca":true},{"name":"Susan R. Kahn","is_ca":true},{"name":"Michael Libman","is_ca":false},{"name":"Rima Rozen","is_ca":false},{"name":"André Masse","is_ca":true},{"name":"Louise Miner","is_ca":false},{"name":"Guylaine Asselin","is_ca":true},{"name":"Alice Benjamin","is_ca":false},{"name":"Julia Klein","is_ca":true},{"name":"Gideon Koren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03688451127672535,"gpt":0.3031395205653307,"spread":0.2662550092886053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002000676,0.0004111881,0.0003814212,0.00116318,0.000769187,0.00103945,0.0005454248,0.000981551,0.002494069],"category_scores_gemma":[0.003951738,0.0003163386,0.0008048905,0.0009134532,0.001111202,0.0005233707,0.001216321,0.0006021943,0.0001088711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007793877,"about_ca_system_score_gemma":0.001578416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02062447,"about_ca_topic_score_gemma":0.02035891,"domain_scores_codex":[0.9991643,0.0003869489,0.00003593853,0.0001374407,0.00008232879,0.0001930268],"domain_scores_gemma":[0.9983437,0.0006178255,0.000504715,0.000151259,0.0001104432,0.0002720796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002370006,0.000111444,0.992654,0.00004559878,0.0002162926,0.0002408711,0.0002935327,0.0001187319,0.0002631175,0.001174053,0.0001317044,0.004513608],"study_design_scores_gemma":[0.00003793196,0.0001291665,0.9959205,0.00005919763,0.0001875065,0.0001871005,0.0004788007,0.0005360394,0.00009236971,0.001919123,0.0004438089,0.000008409535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925696,0.00318841,0.0003387584,0.002277097,0.00002333035,0.00003796359,0.0002511911,0.000005580246,0.001308044],"genre_scores_gemma":[0.9980929,0.001102688,0.0002975416,0.0001706315,0.00003095086,0.00002540498,0.00009322467,0.000001252931,0.0001853927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062447,"threshold_uncertainty_score":0.04100883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}