{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":48,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":48,"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":"c3a8f72255f6","filters":{"venue":"Public health reviews"}},"results":[{"id":"W158971885","doi":"10.1007/bf03391611","title":"Future of Multimorbidity Research: How Should Understanding of Multimorbidity Inform Health System Design?","year":2010,"lang":"en","type":"article","venue":"Public health reviews","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":704,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Center for Innovative Medicine; Starr Foundation; Johns Hopkins University; Atlantic Philanthropies; National Institute on Aging; Hartford Foundation for Public Giving; Canadian Institutes of Health Research; John A. Hartford Foundation; Robert Wood Johnson Foundation","keywords":"Multimorbidity; Health care; Medicine; Quality of life (healthcare); Public health; Healthcare system; Population; Nursing; Environmental health; Economic growth","authors":[{"name":"Cynthia M. Boyd","is_ca":false},{"name":"Martin Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7048107460231453,"gpt":0.5044042791150742,"spread":0.2004064669080711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01978593,0.0003170232,0.00162227,0.0005965086,0.0003034586,0.00007161178,0.0004397237,0.0001511105,0.0001871701],"category_scores_gemma":[0.001440009,0.0002463167,0.0002702312,0.001232489,0.0003514173,0.000410467,0.0001913679,0.001142998,0.00002120859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524241,"about_ca_system_score_gemma":0.00333309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009401116,"about_ca_topic_score_gemma":0.0004625053,"domain_scores_codex":[0.9941952,0.001203101,0.001598168,0.000509167,0.001316282,0.001178148],"domain_scores_gemma":[0.9956092,0.0003319726,0.001226229,0.001337166,0.0004237335,0.00107171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001801354,0.001499829,0.003586614,0.1620076,0.000253291,0.00001986116,0.003752897,0.000005381982,0.000202659,0.1339925,0.4013544,0.2931448],"study_design_scores_gemma":[0.002191091,0.0007003592,0.006838136,0.00230148,0.0000418315,0.0000202241,0.006993464,0.001630267,0.00003149593,0.0001138426,0.9788845,0.000253374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02272481,0.1252255,0.08699984,0.6748213,0.00865352,0.05397508,0.0005230185,0.001170297,0.02590671],"genre_scores_gemma":[0.958201,0.02760324,0.01076149,0.001886301,0.0008722943,0.0002521826,0.0001710324,0.0000639667,0.0001885253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9354762,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807015760","doi":"10.1186/s40985-018-0094-7","title":"Screening for social determinants of health in clinical care: moving from the margins to the mainstream","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":315,"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","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Grand Challenges Canada; McGill University","keywords":"Social determinants of health; Health care; Poverty; Medicine; Health equity; Psychological intervention; Social deprivation; Public health; Environmental health; Nursing; Economic growth","authors":[{"name":"Anne Andermann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7666839495991999,"gpt":0.6364900192477148,"spread":0.1301939303514852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04006818,0.0006135422,0.005873612,0.0002941063,0.004231066,0.00004201112,0.001686172,0.0007812442,0.0001080866],"category_scores_gemma":[0.005992499,0.0003581923,0.00113071,0.001357838,0.0001999012,0.0001397251,0.0006345661,0.002494635,0.0002267496],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158098,"about_ca_system_score_gemma":0.009073218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007503778,"about_ca_topic_score_gemma":0.04329861,"domain_scores_codex":[0.9674979,0.01913975,0.009795141,0.0009704336,0.0004619189,0.002134796],"domain_scores_gemma":[0.9853051,0.005565675,0.006680781,0.00144037,0.0003310032,0.0006771123],"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":[0.000006523502,0.00005448142,0.001084649,0.03715957,0.00002252888,1.484292e-7,0.009618995,3.199995e-8,7.440407e-11,0.0003515962,0.1187889,0.8329126],"study_design_scores_gemma":[0.0004221111,0.0001976963,0.003155608,0.0340237,0.00006801204,6.202949e-7,0.002178519,0.00001328119,2.595536e-10,0.00004576932,0.9596531,0.0002415896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000017298,0.9134846,0.0005339014,0.06017847,0.002313918,0.02089201,0.002435162,0.00004066117,0.0001039812],"genre_scores_gemma":[0.00001326142,0.9552997,0.002939993,0.03381108,0.003294393,0.003687796,0.0007964618,0.00009254505,0.00006471223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8408642,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591707197","doi":"10.1186/s40985-017-0055-6","title":"Residential schools and the effects on Indigenous health and well-being in Canada—a scoping review","year":2017,"lang":"en","type":"article","venue":"Public health reviews","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":287,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; Children’s Health Research Institute; Regional Municipality of Waterloo; Western University","funders":"Children's Health Foundation","keywords":"Mental health; Indigenous; CINAHL; Attendance; Gerontology; Population; Public health; Residential school; Empirical research; Medicine; Psychology; Environmental health; Psychiatry; Psychological intervention; Socioeconomics; Sociology; Political science; Nursing","authors":[{"name":"Piotr Wilk","is_ca":true},{"name":"Alana Maltby","is_ca":true},{"name":"Martin Cooke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05789828888534368,"gpt":0.3854887217157328,"spread":0.3275904328303891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01419132,0.0001646739,0.0009309886,0.00005431045,0.002867746,0.000356713,0.0004658585,0.00003968799,0.00001169676],"category_scores_gemma":[0.004565125,0.0001142107,0.00004416411,0.0001983277,0.0001448176,0.0003981897,0.00007742228,0.0004557754,0.00001285299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475034,"about_ca_system_score_gemma":0.007734886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8548536,"about_ca_topic_score_gemma":0.9783471,"domain_scores_codex":[0.9949344,0.002582711,0.0008057934,0.0003776249,0.0004377743,0.0008617138],"domain_scores_gemma":[0.9975445,0.0003702503,0.0008306848,0.0005376695,0.00004008471,0.0006767938],"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":[0.0000146222,0.00001351624,0.0644177,0.02433264,0.000008723427,0.00001146936,0.0227848,3.332212e-8,6.527767e-8,0.004699287,0.01659018,0.8671269],"study_design_scores_gemma":[0.002171028,0.0001385653,0.05322174,0.2487925,0.00001430865,0.000007510126,0.001873022,0.000003657903,5.398682e-7,0.001271851,0.6919665,0.0005387625],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02136178,0.6888394,0.000007576974,0.2823532,0.0003667422,0.004930509,0.000001219376,0.00001482449,0.002124805],"genre_scores_gemma":[0.06285179,0.8670232,0.0000775867,0.06956802,0.0002160004,0.0001953989,0.000001777405,0.00001021719,0.00005603301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8665882,"threshold_uncertainty_score":0.9984304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806783869","doi":"10.1186/s40985-018-0093-8","title":"Assessing the value of screening tools: reviewing the challenges and opportunities of cost-effectiveness analysis","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; MEDLINE; Cost–benefit analysis; Cost effectiveness; Population; Quality-adjusted life year; Discounting; Intensive care medicine; Risk analysis (engineering); Psychiatry; Environmental health","authors":[{"name":"Nicolas Iragorri","is_ca":true},{"name":"Eldon Spackman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6995942835097679,"gpt":0.5300858871313402,"spread":0.1695083963784277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09848081,0.0004079417,0.006004683,0.0004072413,0.0002969223,0.00006955885,0.0003172718,0.0002212601,0.00003062724],"category_scores_gemma":[0.002610961,0.0002003128,0.002305223,0.001064157,0.0002746276,0.0002788797,0.0001555905,0.0006089811,0.000003702358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596902,"about_ca_system_score_gemma":0.001216023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003843024,"about_ca_topic_score_gemma":0.000004466138,"domain_scores_codex":[0.9660591,0.02947974,0.002845088,0.000507086,0.0006138848,0.0004950722],"domain_scores_gemma":[0.9939359,0.001173455,0.002833766,0.001333804,0.0004086512,0.0003144099],"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":[3.844616e-7,0.0000312091,0.000002975965,0.196898,0.000964483,6.036276e-7,0.0002102633,4.235516e-8,1.036638e-8,0.0005577889,0.00004300753,0.8012912],"study_design_scores_gemma":[0.0001422241,0.00008571849,0.0008473394,0.07838323,0.004624778,0.00006355796,0.000212714,0.00001525851,5.020115e-8,0.000006901663,0.9154969,0.0001212862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002790463,0.973964,0.01345044,0.004611922,0.0001286746,0.007294022,0.00001357565,0.00002035024,0.0005142312],"genre_scores_gemma":[0.00003549299,0.9974883,0.0004123614,0.0007689009,0.0002273423,0.000897522,0.0001093792,0.00003879055,0.0000219189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9154539,"threshold_uncertainty_score":0.9283037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751631156","doi":"10.1186/s40985-017-0067-2","title":"Paid parental leave and family wellbeing in the sustainable development era","year":2017,"lang":"en","type":"review","venue":"Public health reviews","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"William and Flora Hewlett Foundation; Conrad N. Hilton Foundation; Bill and Melinda Gates Foundation","keywords":"Parental leave; Breastfeeding; Poverty; Economic growth; Demographic economics; Health policy; Public health; Inequality; Sustainable development; Global health; Work (physics); Environmental health; Business; Political science; Development economics; Medicine; Health care; Economics; Nursing; Pediatrics","authors":[{"name":"Jody Heymann","is_ca":false},{"name":"Aleta Sprague","is_ca":false},{"name":"Arijit Nandi","is_ca":true},{"name":"Alison Earle","is_ca":false},{"name":"Priya Batra","is_ca":false},{"name":"Adam Schickedanz","is_ca":false},{"name":"Paul J. Chung","is_ca":false},{"name":"Amy Raub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3015264509433931,"gpt":0.453941779678821,"spread":0.1524153287354278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02884425,0.000507657,0.002673565,0.0002656417,0.001939154,0.0007267036,0.001627107,0.000326578,0.00002800889],"category_scores_gemma":[0.001857356,0.0003315187,0.0002505726,0.0005837972,0.0003109846,0.0004493274,0.0002896332,0.00103632,0.0001006751],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433256,"about_ca_system_score_gemma":0.005719134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594455,"about_ca_topic_score_gemma":0.003100908,"domain_scores_codex":[0.9903362,0.004906789,0.001614644,0.000733255,0.0006545148,0.001754576],"domain_scores_gemma":[0.996713,0.0005446686,0.001403929,0.0008229283,0.00008416219,0.0004312861],"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":[2.139093e-7,0.00003706303,0.0002376961,0.01681114,0.00001034717,0.000008198751,0.01286131,1.892786e-9,2.086801e-10,0.001266317,0.00939013,0.9593776],"study_design_scores_gemma":[0.00007349638,0.0000136852,0.001199651,0.00988164,0.00001623949,0.000004682795,0.009124351,3.869012e-8,2.015511e-10,0.00005182064,0.9793265,0.0003079102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004489348,0.9720228,0.000008446106,0.005747593,0.0003197964,0.004572655,0.000003747387,0.00004682918,0.01727362],"genre_scores_gemma":[0.00001440493,0.9946544,0.0003157,0.001523933,0.0005031816,0.00135237,0.00004488888,0.00003854745,0.001552584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699364,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2507020425","doi":"10.1186/s40985-016-0016-5","title":"Creating conditions for Canadian aboriginal health equity: the promise of healthy public policy","year":2016,"lang":"en","type":"review","venue":"Public health reviews","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Manitoba Health; Western University","funders":"Canadian Institutes of Health Research","keywords":"Equity (law); Public health; Health equity; Public health policy; Health policy; Public policy; Environmental health; Business; Medicine; Public economics; Political science; Economic growth; Economics; Nursing; Law","authors":[{"name":"Chantelle Richmond","is_ca":true},{"name":"Catherine Cook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2289743158832837,"gpt":0.5287911149156937,"spread":0.2998167990324101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03419333,0.0006277339,0.003673743,0.001229568,0.02219496,0.0003271066,0.001695133,0.0004866371,0.000260165],"category_scores_gemma":[0.0007964508,0.0003626218,0.000828612,0.002536843,0.0006729202,0.0004835399,0.000008853301,0.0007034504,0.0001542503],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01137067,"about_ca_system_score_gemma":0.7088578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8907327,"about_ca_topic_score_gemma":0.9859043,"domain_scores_codex":[0.9828553,0.007424557,0.003930799,0.000856853,0.0007941746,0.004138333],"domain_scores_gemma":[0.9873551,0.001403434,0.004876222,0.001188134,0.0008668186,0.004310326],"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":[4.975601e-7,0.00006665471,0.000001754612,0.02484293,0.00002349131,9.406226e-8,0.0197947,1.468985e-9,1.346901e-10,0.3871612,0.01244064,0.5556681],"study_design_scores_gemma":[0.0001486659,0.0001760452,0.000003097595,0.008204875,0.0000337541,0.000008703814,0.0003922537,2.012171e-7,1.19763e-9,0.0007847014,0.9899369,0.0003107704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.728621e-7,0.7915678,0.00007381478,0.1620668,0.001155539,0.01692894,0.001094884,0.00006273004,0.02704906],"genre_scores_gemma":[0.00000247715,0.9823555,0.0003890584,0.007393898,0.004484798,0.001349348,0.0006707332,0.00008711557,0.003267041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774963,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809659581","doi":"10.1186/s40985-018-0102-y","title":"Assessing trauma in a transcultural context: challenges in mental health care with immigrants and refugees","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"Children's Health Foundation; Royal Bank of Canada; Child Health Foundation","keywords":"Refugee; Mental health; Health care; Immigration; Medicine; Nursing; Context (archaeology); Population; Psychology; Psychiatry; Political science; Environmental health","authors":[{"name":"Lloy Wylie","is_ca":true},{"name":"Rita Van Meyel","is_ca":true},{"name":"Heather Harder","is_ca":true},{"name":"Javeed Sukhera","is_ca":true},{"name":"Cathy Luc","is_ca":true},{"name":"Hooman Ganjavi","is_ca":true},{"name":"Mohamad Elfakhani","is_ca":true},{"name":"Nancy Wardrop","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.281307607896261,"gpt":0.4850869561782505,"spread":0.2037793482819895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00579561,0.0008790321,0.004969148,0.0007359429,0.0003078256,0.0001472547,0.0003976401,0.000466427,0.00009758182],"category_scores_gemma":[0.00006543568,0.0005993001,0.0002916668,0.0009345604,0.000149328,0.000461841,0.00002695126,0.00114261,0.00007939561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001148,"about_ca_system_score_gemma":0.001614052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004528101,"about_ca_topic_score_gemma":0.1846349,"domain_scores_codex":[0.9880346,0.005064216,0.003365572,0.001435586,0.0003520215,0.001747986],"domain_scores_gemma":[0.9965396,0.0001479911,0.001550721,0.0007454839,0.00008143614,0.0009347545],"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":[0.00001096829,0.0001463874,0.00008858401,0.07240007,0.00002720549,0.000004995639,0.06851532,8.418783e-10,6.255343e-10,0.0001991403,0.002265574,0.8563418],"study_design_scores_gemma":[0.001212889,0.0005367041,0.002210799,0.03701011,0.00002170085,0.0002047724,0.00850693,2.586757e-7,1.796993e-9,0.000002509669,0.9498568,0.0004364884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002649587,0.980799,0.000005722919,0.01049462,0.0004881016,0.007225924,0.0001088044,0.00005631654,0.00055659],"genre_scores_gemma":[0.0004140455,0.9940073,0.0002779846,0.002551296,0.0002548531,0.001683241,0.0006637307,0.00009206069,0.00005550197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9475912,"threshold_uncertainty_score":0.9996458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027137979","doi":"10.1186/s40985-020-00128-3","title":"A narrative review of gaps in the provision of integrated care for noncommunicable diseases in India","year":2020,"lang":"en","type":"review","venue":"Public health reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Scope (computer science); Medicine; Health care; Identification (biology); Economic shortage; Environmental health; Global health; Public health; Economic growth; Business; Nursing; Government (linguistics)","authors":[{"name":"Manoj Kumar Pati","is_ca":false},{"name":"N Swaroop","is_ca":false},{"name":"Arin Kar","is_ca":false},{"name":"Preeti Aggarwal","is_ca":false},{"name":"Krishnamurthy Jayanna","is_ca":true},{"name":"Wim Van Damme","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1495208462211318,"gpt":0.441792335806734,"spread":0.2922714895856022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0107108,0.0005128253,0.006686469,0.0005598916,0.0001206989,0.00004694486,0.001507968,0.0002302364,0.00004502182],"category_scores_gemma":[0.01289974,0.0002949365,0.000729248,0.003861936,0.0001086392,0.0003954199,0.0003371618,0.0007503944,0.00001777952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160959,"about_ca_system_score_gemma":0.00226795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007009512,"about_ca_topic_score_gemma":0.0005284571,"domain_scores_codex":[0.9913076,0.002193801,0.004830535,0.0004986215,0.0002777429,0.0008917252],"domain_scores_gemma":[0.993123,0.0008952794,0.004582051,0.0009269129,0.0003842489,0.00008852831],"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":[0.00000181586,0.00005851638,0.00002502471,0.426446,0.000006607304,3.927447e-7,0.0002999852,5.532793e-8,4.307998e-10,0.00150874,0.1090898,0.4625631],"study_design_scores_gemma":[0.0001812742,0.00005586355,0.00003478773,0.1567016,0.00006395653,0.000001167682,0.001039798,0.00001706744,2.95866e-10,0.00003841177,0.8417029,0.0001631787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.106889e-7,0.9434451,0.000009057721,0.04403065,0.0001494238,0.01092955,0.0001434146,0.00001698934,0.001275072],"genre_scores_gemma":[0.000003328831,0.9347833,0.000146965,0.06096131,0.0002153585,0.002260892,0.001592534,0.00003293993,0.00000340771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7326131,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200311398","doi":"10.3389/phrs.2021.1604352","title":"Diverse Approaches to Creating and Using Causal Loop Diagrams in Public Health Research: Recommendations From a Scoping Review","year":2021,"lang":"en","type":"review","venue":"Public health reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Public health; Causal loop diagram; Inclusion (mineral); Qualitative research; Management science; Computer science; Data science; Medicine; Sociology; Nursing; Engineering; Social science","authors":[{"name":"Lori Baugh Littlejohns","is_ca":true},{"name":"Carly Hill","is_ca":true},{"name":"Cory Neudorf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9919322075314821,"gpt":0.7797282866379712,"spread":0.2122039208935109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1289983,0.0009772088,0.008322204,0.002122753,0.004283314,0.0003475664,0.001259521,0.0005036812,0.001141532],"category_scores_gemma":[0.05571681,0.0008576079,0.0003879772,0.009989372,0.0002276244,0.001012041,0.00192024,0.00439554,0.0004981406],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00699997,"about_ca_system_score_gemma":0.04856304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053726,"about_ca_topic_score_gemma":0.01764684,"domain_scores_codex":[0.8797514,0.09613011,0.01291815,0.002916603,0.001836865,0.006446854],"domain_scores_gemma":[0.9707661,0.01501002,0.005681314,0.002258032,0.0006862565,0.005598263],"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":[2.801065e-7,0.00005264534,0.0001000539,0.2370455,0.00001530457,0.000002276483,0.005648708,2.567944e-8,4.965856e-9,0.0003874607,0.02459377,0.732154],"study_design_scores_gemma":[0.0001784311,0.00004614378,0.00001426858,0.3975696,0.00001974411,0.000006540488,0.001700951,0.000008588152,9.16995e-10,0.000008043869,0.6001366,0.0003111233],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004280982,0.7840394,0.0007526172,0.1877317,0.0005838231,0.0260584,0.0004599463,0.00008357266,0.0002863347],"genre_scores_gemma":[5.296102e-7,0.8837788,0.01195188,0.09327576,0.0006698915,0.009049234,0.001019622,0.0001323348,0.0001219382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7318429,"threshold_uncertainty_score":0.9997715,"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":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2772377732","doi":"10.1186/s40985-017-0072-5","title":"The impact of programs for prevention of mother-to-child transmission of HIV on health care services and systems in sub-Saharan Africa - A review","year":2017,"lang":"en","type":"review","venue":"Public health reviews","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Medicine; Health care; MEDLINE; Family medicine; Public health; Inclusion (mineral); Scale (ratio); Transmission (telecommunications); Developing country; Environmental health; Nursing; Economic growth; Psychology; Political science; Geography","authors":[{"name":"Jean Claude Mutabazi","is_ca":true},{"name":"Christina Zarowsky","is_ca":true},{"name":"Helen Trottier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2487435791434618,"gpt":0.5131403175537893,"spread":0.2643967384103275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008198139,0.0003896546,0.005164692,0.0004242355,0.0001833274,0.00003729272,0.0004829762,0.0001472102,0.00001093078],"category_scores_gemma":[0.0006709535,0.0002030633,0.001587253,0.0006048435,0.00008097864,0.0000946939,0.00004570784,0.0004217207,0.000004700385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371767,"about_ca_system_score_gemma":0.001643298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007648531,"about_ca_topic_score_gemma":0.0001891142,"domain_scores_codex":[0.992818,0.002118487,0.003488932,0.0004389015,0.0004587508,0.0006769536],"domain_scores_gemma":[0.9945476,0.0001912487,0.003171301,0.001061776,0.0003502907,0.0006777885],"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":[0.00001537122,0.0001832545,0.000002886288,0.4402956,0.00005718893,1.024125e-7,0.0001505098,1.013601e-8,6.12059e-8,0.00001024139,0.01211438,0.5471703],"study_design_scores_gemma":[0.0002762707,0.003831459,0.00001378337,0.414705,0.00006827381,0.000006887479,0.00001811485,0.000009089637,3.83079e-8,0.000001668012,0.5810066,0.00006274395],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001456841,0.9674106,0.0001031662,0.004199008,0.00002863025,0.0275893,0.0003337442,0.000009017471,0.0003251173],"genre_scores_gemma":[0.00001114534,0.9963811,0.0001304456,0.00006347405,0.00005282393,0.002548047,0.0005171448,0.00004733635,0.0002484668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5688922,"threshold_uncertainty_score":0.828068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039202034","doi":"10.1186/s40985-020-00133-6","title":"Voting, health and interventions in healthcare settings: a scoping review","year":2020,"lang":"en","type":"review","venue":"Public health reviews","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"CINAHL; Voting; Psychological intervention; Health care; MEDLINE; Political science; Public relations; Grey literature; Inclusion (mineral); Politics; Psychology; Medicine; Nursing; Social psychology; Law","authors":[{"name":"Chloë Brown","is_ca":true},{"name":"Danyaal Raza","is_ca":true},{"name":"Andrew D. Pinto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.518092330397223,"gpt":0.583259795486807,"spread":0.06516746508958393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01693927,0.000390907,0.004777601,0.0002121469,0.0005918303,0.0001612497,0.0003404836,0.000204228,0.00006164601],"category_scores_gemma":[0.006818607,0.0003295406,0.0005951747,0.001642028,0.0001046293,0.0002336307,0.0001015278,0.0008127154,0.0001258558],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294512,"about_ca_system_score_gemma":0.0071635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01324875,"about_ca_topic_score_gemma":0.02874587,"domain_scores_codex":[0.9808044,0.01231103,0.004292782,0.0007145008,0.0004163703,0.001460915],"domain_scores_gemma":[0.9946851,0.0003988042,0.002418394,0.0003012804,0.00008985707,0.002106551],"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":[5.302039e-8,0.00001374809,0.00001613088,0.4395327,0.000003368082,4.472131e-7,0.0003935014,3.239441e-10,3.167145e-11,0.004852598,0.006105902,0.5490816],"study_design_scores_gemma":[0.00002434796,0.00005173515,9.687145e-7,0.4580183,0.00001191945,0.000002055542,0.00001448675,2.859677e-7,3.906563e-11,0.00001554323,0.5417427,0.0001176846],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.99886e-8,0.7400721,0.00003833466,0.2513373,0.0001874526,0.008175711,0.00001869174,0.00006069282,0.000109644],"genre_scores_gemma":[0.000001413967,0.9639552,0.000160328,0.033829,0.0004120593,0.001418263,0.0001174704,0.00003655554,0.00006968273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5489639,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022928293","doi":"10.1186/s40985-020-00124-7","title":"Barriers and facilitators to implementing bubble CPAP to improve neonatal health in sub-Saharan Africa: a systematic review","year":2020,"lang":"en","type":"review","venue":"Public health reviews","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"CINAHL; Medicine; Staffing; Systematic review; Continuous positive airway pressure; MEDLINE; Cochrane Library; Grey literature; Neonatal resuscitation; Nursing; Intensive care medicine; Meta-analysis; Psychological intervention; Emergency medicine; Obstructive sleep apnea; Resuscitation","authors":[{"name":"Mai‐Lei Woo Kinshella","is_ca":true},{"name":"Celia R. Walker","is_ca":true},{"name":"Tamanda Hiwa","is_ca":false},{"name":"Marianne Vidler","is_ca":true},{"name":"Alinane Linda Nyondo‐Mipando","is_ca":false},{"name":"Queen Dube","is_ca":false},{"name":"David A. Goldfarb","is_ca":true},{"name":"Kondwani Kawaza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1705663243519968,"gpt":0.4624662635132174,"spread":0.2918999391612206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.03570282,0.00139498,0.01703419,0.001575341,0.0004273599,0.0001635093,0.0009973145,0.0003123278,0.0001475146],"category_scores_gemma":[0.02859693,0.001070072,0.0008885193,0.00554257,0.00007839283,0.000268598,0.0009366709,0.002340628,0.001257842],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004739764,"about_ca_system_score_gemma":0.01553212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003459814,"about_ca_topic_score_gemma":0.0002860736,"domain_scores_codex":[0.9754117,0.006844922,0.009409109,0.002489975,0.00163916,0.004205171],"domain_scores_gemma":[0.982205,0.0007941867,0.002206274,0.002045565,0.000303577,0.01244536],"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":[0.0000051122,0.00001316982,9.41777e-7,0.496535,0.00003692932,0.00002352753,0.0001795742,1.372237e-9,5.590197e-8,0.00001284052,0.01505833,0.4881345],"study_design_scores_gemma":[0.0002693408,0.0006287324,7.949781e-7,0.4168115,0.0001110047,0.0000683196,0.00003390304,9.551485e-7,2.315879e-8,0.000001034259,0.5817286,0.0003457735],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.44069e-7,0.8714958,0.00008385171,0.06093901,0.0002032891,0.0664464,0.0006558442,0.0001063483,0.00006912752],"genre_scores_gemma":[1.654115e-7,0.9194627,0.0007053327,0.06559158,0.0001879004,0.01353094,0.0001923062,0.0001936677,0.0001353528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5666703,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W897260802","doi":"10.1007/bf03391651","title":"Avoidable Deaths from Smoking: A Global Perspective","year":2011,"lang":"en","type":"article","venue":"Public health reviews","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"Fogarty International Center; Bill and Melinda Gates Foundation","keywords":"Excise; Medicine; Environmental health; Smoking cessation; Consumption (sociology); Quit smoking; Demography; Tobacco use; Public health; Developed country; Low and middle income countries; Intervention (counseling); Developing country; Population; Economic growth; Economics; Psychiatry","authors":[{"name":"Prabhat Jha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2981597933461257,"gpt":0.414550121186906,"spread":0.1163903278407803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001350238,0.0001603422,0.0005287983,0.00005974598,0.0001312032,0.00002907939,0.0001216604,0.00009789345,0.001257771],"category_scores_gemma":[0.0004637599,0.0001268419,0.0001374064,0.0004279668,0.00003627316,0.0001592634,0.00003196617,0.0002335963,0.00008115403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206075,"about_ca_system_score_gemma":0.0005049838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006398108,"about_ca_topic_score_gemma":0.00008441541,"domain_scores_codex":[0.9981791,0.0002366707,0.0004951066,0.0003582138,0.0002809086,0.0004500312],"domain_scores_gemma":[0.998647,0.00002012167,0.0002339907,0.0004523789,0.0001702476,0.0004762183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002680086,0.0005376692,0.7056904,0.0001986663,0.0000457147,0.0000132041,0.005714577,7.343117e-9,0.000005139888,0.009113904,0.02484028,0.2538136],"study_design_scores_gemma":[0.000520065,0.0001545554,0.5093435,0.0001660831,0.00004917004,0.00002158861,0.0005742772,0.000002832557,0.000009716352,0.000742057,0.4883106,0.0001055104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5333502,0.1167881,0.008692263,0.07685998,0.002839903,0.008082204,0.0001710129,0.0009703095,0.252246],"genre_scores_gemma":[0.9765216,0.005721691,0.002147746,0.01465044,0.0003584791,0.0002328789,0.00008900309,0.00002547033,0.0002526984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4634704,"threshold_uncertainty_score":0.9996552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804264023","doi":"10.1186/s40985-018-0085-8","title":"Three lifestyle-related issues of major significance for public health among the Inuit in contemporary Greenland: a review of adverse childhood conditions, obesity, and smoking in a period of social transition","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public health; Obesity; Period (music); Childhood obesity; Environmental health; Medicine; Adverse Childhood Experiences; Demography; Pediatrics; Psychiatry; Mental health; Sociology; Overweight","authors":[{"name":"Peter Bjerregaard","is_ca":false},{"name":"Christina Viskum Lytken Larsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1702028131009212,"gpt":0.4399473673892743,"spread":0.2697445542883531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02843344,0.000544638,0.007171771,0.0005806696,0.001314502,0.00000598676,0.0005219581,0.0005777517,0.0001176014],"category_scores_gemma":[0.001516,0.0003860542,0.0006206321,0.001422172,0.0004643464,0.0002138212,0.0002042161,0.001231209,0.000005628008],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009565875,"about_ca_system_score_gemma":0.00992648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009215542,"about_ca_topic_score_gemma":0.06962468,"domain_scores_codex":[0.9834206,0.006887016,0.007211797,0.0006513511,0.0003381064,0.001491204],"domain_scores_gemma":[0.990092,0.0009139249,0.007659846,0.0005663072,0.0005232589,0.0002446438],"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":[0.000008793691,0.0005034367,0.003699922,0.7664284,0.0001943576,0.000001290411,0.07792206,9.721198e-9,8.482632e-9,0.001585542,0.01326276,0.1363934],"study_design_scores_gemma":[0.001025105,0.0004227451,0.008443677,0.1431056,0.0001054356,0.000005285616,0.003157467,0.000002269551,2.594841e-9,0.0001198326,0.8433627,0.0002498603],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003013707,0.9485026,0.00003352408,0.02413811,0.0002429653,0.02568168,0.0009725253,0.0000236108,0.0001035928],"genre_scores_gemma":[0.002020908,0.9892166,0.00009371463,0.003209108,0.0001899301,0.004584589,0.0006084359,0.00006111671,0.000015581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8300999,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884485392","doi":"10.1186/s40985-018-0101-z","title":"Screening and treatment of hypertension in older adults: less is more?","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Blood pressure; Stroke (engine); Observational study; Disease; Population; Heart failure; Internal medicine; Gerontology; Physical therapy; Pediatrics; Environmental health","authors":[{"name":"Daniela Anker","is_ca":false},{"name":"Brigitte Santos‐Eggimann","is_ca":false},{"name":"Valérie Santschi","is_ca":false},{"name":"Cinzia Del Giovane","is_ca":false},{"name":"Christina Wolfson","is_ca":true},{"name":"Nicolas Rodondi","is_ca":false},{"name":"Arnaud Chioléro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3710263297684409,"gpt":0.4218565214279943,"spread":0.05083019165955338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001232167,0.0005228078,0.007385856,0.0004107948,0.00008926666,0.00001505396,0.00009985526,0.0002687938,0.00004494641],"category_scores_gemma":[0.0001813346,0.0003027809,0.0004976802,0.000531591,0.0001221366,0.00006714535,0.00009324047,0.0002376138,0.00002107437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006540714,"about_ca_system_score_gemma":0.0003695171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006965438,"about_ca_topic_score_gemma":0.0001115102,"domain_scores_codex":[0.9961939,0.0004424403,0.001889581,0.000672387,0.0002720497,0.000529628],"domain_scores_gemma":[0.9976718,0.000180906,0.0008609003,0.0007114277,0.0001878174,0.0003870821],"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":[0.000006885229,0.0002694445,0.0000968501,0.05791106,0.0001676237,0.00001271754,0.0007230651,1.5844e-10,8.12119e-9,0.000002112673,0.02757891,0.9132313],"study_design_scores_gemma":[0.001056492,0.0003466443,0.0002493631,0.0849643,0.0009202863,0.0001823709,0.00009149101,0.00000233962,5.951008e-8,3.493442e-7,0.9120059,0.0001804021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002321131,0.9889773,0.00000730203,0.006981208,0.0001150288,0.003743052,0.0000305527,0.0000228767,0.00009946345],"genre_scores_gemma":[0.000003318355,0.9895534,0.0009705246,0.008483601,0.0002913576,0.0003585388,0.00008689577,0.0000499537,0.0002024279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9130509,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187743274","doi":"10.1186/s40985-015-0011-2","title":"Screening for cardiovascular disease risk factors beginning in childhood","year":2015,"lang":"en","type":"review","venue":"Public health reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Disease; Intervention (counseling); Blood pressure; Risk factor; Diabetes mellitus; Intensive care medicine; Environmental health; Pediatrics; Internal medicine; Psychiatry; Endocrinology","authors":[{"name":"Clemens Bloetzer","is_ca":false},{"name":"Pascal Bovet","is_ca":false},{"name":"Joan-Carles Surı́s","is_ca":false},{"name":"Umberto Siméoni","is_ca":false},{"name":"Gilles Paradis","is_ca":true},{"name":"Arnaud Chioléro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2539129151453486,"gpt":0.4174297664907391,"spread":0.1635168513453905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01012336,0.0009862948,0.009799036,0.0005843716,0.0002072838,0.00008759687,0.0004810269,0.0003155878,0.00001777443],"category_scores_gemma":[0.005199136,0.0007170936,0.005065301,0.001344662,0.00007480515,0.0003054491,0.0002471083,0.001626102,0.00007113148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077773,"about_ca_system_score_gemma":0.002649101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003946756,"about_ca_topic_score_gemma":0.00001481051,"domain_scores_codex":[0.9919002,0.002309271,0.002086768,0.00134252,0.0009110189,0.001450203],"domain_scores_gemma":[0.9935163,0.0004416422,0.00135306,0.001944687,0.0001762061,0.002568073],"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":[0.000001783366,0.001414051,0.001237039,0.07612102,0.0005315799,0.000006188356,0.00008285686,6.925255e-7,1.564692e-10,0.00005076616,0.002575896,0.9179781],"study_design_scores_gemma":[0.0006760366,0.0001574841,0.003077667,0.0252914,0.002192705,0.000008195721,0.00001204675,0.00001793747,2.095858e-9,0.00005922912,0.9680008,0.0005064732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002208732,0.9852715,0.0006095679,0.0007568122,0.0002951848,0.01250469,0.0003205143,0.0001249165,0.00009469641],"genre_scores_gemma":[0.00005235124,0.9934487,0.001389726,0.0005109335,0.001164875,0.001837023,0.001348894,0.0001985686,0.00004894496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.965425,"threshold_uncertainty_score":0.999528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W267353142","doi":"10.1007/bf03391603","title":"Folic Acid and Vitamin B12 Fortification of Flour: A Global Basic Food Security Requirement","year":2010,"lang":"en","type":"article","venue":"Public health reviews","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fortification; Food fortification; Vitamin B12; Fortified Food; Medicine; Anencephaly; Vitamin; Environmental health; Pregnancy; Folic acid; Anemia; Spina bifida; Population; Food science; Pediatrics; Biology; Fetus; Internal medicine","authors":[{"name":"Godfrey P. Oakley","is_ca":false},{"name":"Theodore H. Tulchinsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1294822909666123,"gpt":0.4099028449363387,"spread":0.2804205539697264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003926969,0.0001533319,0.0006171105,0.0001152086,0.00009743883,0.00003046966,0.0001408713,0.0001071307,0.0001324206],"category_scores_gemma":[0.0008613185,0.0001162195,0.0001072263,0.0005485177,0.00009760707,0.0001746341,0.00007579594,0.0003275342,0.00004103447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380994,"about_ca_system_score_gemma":0.000492084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752906,"about_ca_topic_score_gemma":0.0006459219,"domain_scores_codex":[0.9976547,0.0002106629,0.0008440323,0.0003442803,0.0004106372,0.0005356827],"domain_scores_gemma":[0.9982362,0.00002951453,0.0002838194,0.0006338423,0.0001946416,0.0006219334],"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":[0.000032272,0.0004755887,0.01854912,0.003948587,0.00004473981,0.000001600655,0.00049078,2.375798e-9,0.002943941,0.003531619,0.0150276,0.9549541],"study_design_scores_gemma":[0.0009705289,0.001207171,0.04606935,0.0001812983,0.00002502752,0.00005816546,0.00007142973,0.00009255703,0.0003404538,0.0003446693,0.9505134,0.0001259235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188539,0.02598371,0.0002529734,0.04989178,0.0002980496,0.002955226,0.00004995458,0.00004638518,0.001668004],"genre_scores_gemma":[0.9819027,0.01429849,0.001063673,0.002270269,0.0001579841,0.000157677,0.00006657848,0.000013514,0.00006918395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9548282,"threshold_uncertainty_score":0.4739293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2932999285","doi":"10.1186/s40985-019-0111-5","title":"Health professionals’ perspectives on breast cancer risk stratification: understanding evaluation of risk versus screening for disease","year":2019,"lang":"en","type":"review","venue":"Public health reviews","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University and Génome Québec Innovation Centre; Université Laval; McGill University","funders":"","keywords":"Thematic analysis; Population; Stakeholder; Breast cancer screening; Risk perception; Medicine; Breast cancer; Family medicine; Psychology; Qualitative research; Mammography; Environmental health; Cancer; Public relations; Perception; Sociology","authors":[{"name":"Svetlana Puzhko","is_ca":true},{"name":"Justin Gagnon","is_ca":true},{"name":"Jacques Simard","is_ca":true},{"name":"Bartha Maria Knoppers","is_ca":true},{"name":"Sophia Siedlikowski","is_ca":true},{"name":"Gillian Bartlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4353149868163581,"gpt":0.5210758748974212,"spread":0.08576088808106319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008654926,0.0004319122,0.001506049,0.0002089939,0.0004014129,0.00004473323,0.000361556,0.0002124027,0.00006675226],"category_scores_gemma":[0.001450558,0.0003525156,0.0005852921,0.0004303436,0.00007646585,0.00001532542,0.00006352717,0.0003589113,0.000008105971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436653,"about_ca_system_score_gemma":0.01272477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007724632,"about_ca_topic_score_gemma":0.0001405571,"domain_scores_codex":[0.9933312,0.003187195,0.001421997,0.0009779807,0.0005807987,0.0005008324],"domain_scores_gemma":[0.9941716,0.0002522318,0.003664609,0.001007927,0.0005464036,0.0003571904],"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":[0.0000520024,0.0001085428,0.00001687119,0.0141489,0.0001894527,1.273353e-8,0.0002575997,0.0000279693,6.562351e-8,0.0004278893,0.01150875,0.973262],"study_design_scores_gemma":[0.000801818,0.0001857866,0.000103284,0.008063789,0.0005360842,0.000001177025,0.0006819889,0.0001608067,1.366399e-7,0.00004799948,0.9891095,0.0003075969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004542741,0.9736975,0.009834765,0.004322243,0.0007923763,0.007359942,0.003934125,0.00001184311,0.00004265606],"genre_scores_gemma":[0.0002621094,0.9918677,0.00128717,0.0002880769,0.0006950663,0.003158155,0.002330648,0.00007446921,0.00003660989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776008,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802595724","doi":"10.1186/s40985-018-0083-x","title":"Personalized cancer screening: helping primary care rise to the challenge","year":2018,"lang":"en","type":"article","venue":"Public health reviews","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Swiss Cancer Research Foundation","keywords":"Cancer screening; Medicine; Reimbursement; Family medicine; Cancer; Health care; Population; Colonoscopy; Genetic testing; Personalized medicine; Preventive healthcare; Public health; Nursing; Colorectal cancer; Environmental health; Bioinformatics","authors":[{"name":"Kevin Selby","is_ca":false},{"name":"Gillian Bartlett‐Esquilant","is_ca":true},{"name":"Jacques Cornuz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1757824012940981,"gpt":0.4014425874768184,"spread":0.2256601861827203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001954104,0.000184048,0.0005741243,0.0001221393,0.0004495171,0.00004570543,0.0001648962,0.00006475422,0.0002672265],"category_scores_gemma":[0.000338196,0.0001175874,0.0001653953,0.000649441,0.000072965,0.00008844055,0.00007962156,0.0003078507,0.0001352637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006133294,"about_ca_system_score_gemma":0.0005947495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057504,"about_ca_topic_score_gemma":0.001317286,"domain_scores_codex":[0.9978583,0.0003318283,0.0004801916,0.000418033,0.0003548188,0.0005567944],"domain_scores_gemma":[0.9984087,0.0000407001,0.0002007147,0.0004985036,0.0002823872,0.0005690044],"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":[0.0002078157,0.00001924511,0.0004043926,0.0008326407,0.00001701077,8.227561e-7,0.00541457,1.494443e-7,0.000006616002,0.00002324142,0.02767598,0.9653975],"study_design_scores_gemma":[0.0004997917,0.001322984,0.006338973,0.0008034566,0.00001982252,0.00001739043,0.0003617624,0.00005870837,0.00000741543,0.000001777575,0.9904537,0.0001141796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009014798,0.5606179,0.009856295,0.4051568,0.001083505,0.004025587,0.00002122883,0.000268677,0.009955266],"genre_scores_gemma":[0.4712382,0.1860874,0.01407108,0.3020814,0.01627058,0.005220179,0.0001385759,0.000211118,0.004681409],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9652833,"threshold_uncertainty_score":0.4795076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785701545","doi":"10.1186/s40985-018-0082-y","title":"Strengthening effective preventive services for refugee populations: toward communities of solution","year":2018,"lang":"en","type":"article","venue":"Public health reviews","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bruyère; University of Ottawa","funders":"","keywords":"Refugee; Ethnic group; Interpreter; Health care; Public health; Medicine; Nursing; Psychological intervention; Limited English proficiency; Health literacy; Preventive healthcare; Family medicine; Political science","authors":[{"name":"Kim Griswold","is_ca":false},{"name":"Kevin Pottie","is_ca":true},{"name":"Isok Kim","is_ca":false},{"name":"Wooksoo Kim","is_ca":false},{"name":"Li Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1909480805316175,"gpt":0.4535578262054717,"spread":0.2626097456738542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004030214,0.0001551163,0.0005201528,0.0001712301,0.0004062752,0.00002150684,0.000212799,0.00009496913,0.0002632359],"category_scores_gemma":[0.0001732388,0.0001345928,0.0001198655,0.0003097431,0.00008229979,0.0002215299,0.00002947629,0.0001479011,0.00007790298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086624,"about_ca_system_score_gemma":0.0001214463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002813475,"about_ca_topic_score_gemma":0.007334158,"domain_scores_codex":[0.9965621,0.001562249,0.001043637,0.0002087457,0.0001240693,0.000499261],"domain_scores_gemma":[0.9979131,0.0002811167,0.0008475729,0.0004403561,0.0003252375,0.0001925908],"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":[0.00007186403,0.0002862369,0.0089366,0.005046631,0.00005797293,3.82105e-8,0.123742,1.763371e-7,0.000002581737,0.03026267,0.01133333,0.8202599],"study_design_scores_gemma":[0.0007932754,0.001015876,0.0642761,0.0005897934,0.00002171926,0.00000340301,0.004580776,0.0002227877,0.000005467168,0.001804586,0.926529,0.000157232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5784606,0.1990243,0.1378353,0.03843677,0.006268169,0.03178981,0.0007030151,0.0004796298,0.007002353],"genre_scores_gemma":[0.9846905,0.001748742,0.007605236,0.003052465,0.000429994,0.001889435,0.000396873,0.00002481855,0.0001619675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9151956,"threshold_uncertainty_score":0.5488534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1903074968","doi":"10.1186/s40985-015-0004-1","title":"Foundational values for public health","year":2015,"lang":"en","type":"review","venue":"Public health reviews","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Public health; Morality; Public relations; Sociology; Health policy; Set (abstract data type); Politics; Political science; Corporate governance; Law; Medicine; Economics; Management","authors":[{"name":"Lisa M. Lee","is_ca":false},{"name":"Christina Zarowsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7957214348954398,"gpt":0.6636774632677914,"spread":0.1320439716276484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.07801184,0.001324666,0.00883018,0.001391095,0.004231581,0.000244296,0.001644447,0.001197738,0.0009649829],"category_scores_gemma":[0.01170092,0.001029371,0.001257046,0.002580257,0.0002349274,0.0008751199,0.0004105795,0.002714171,0.003469926],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0118636,"about_ca_system_score_gemma":0.1323835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416372,"about_ca_topic_score_gemma":0.0003289888,"domain_scores_codex":[0.9642974,0.01657072,0.009969545,0.001681802,0.001198615,0.006281925],"domain_scores_gemma":[0.9770643,0.002958157,0.009433632,0.002213983,0.001821041,0.006508926],"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":[5.863177e-7,0.00009698985,0.000003207203,0.08787593,0.00003130221,4.719353e-8,0.00134945,5.293294e-9,1.345964e-10,0.006972312,0.435339,0.4683312],"study_design_scores_gemma":[0.0005007808,0.0002559579,0.000006961725,0.01352869,0.0000507894,0.0000121822,0.0005662083,0.00001106558,7.077879e-11,0.0005964817,0.9838052,0.000665668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.286817e-8,0.7422319,0.003101446,0.2228894,0.007324803,0.02074036,0.0008395285,0.0003089429,0.002563533],"genre_scores_gemma":[3.126402e-8,0.8634423,0.003680581,0.08422856,0.008884433,0.02249485,0.0103881,0.0002636558,0.006617486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5484662,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735429413","doi":"10.1186/s40985-017-0061-8","title":"Human rights education in patient care","year":2017,"lang":"en","type":"review","venue":"Public health reviews","topic":"Ethics in medical practice","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Open Society Foundations","keywords":"Human rights; Transformative learning; Human rights education; Relevance (law); Health care; Public relations; Political science; Social justice; Sociology; Engineering ethics; Pedagogy; Law; Criminology","authors":[{"name":"Joanna N. Erdman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.647232585404115,"gpt":0.6934885388944357,"spread":0.04625595349032074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.02971842,0.000649359,0.004763393,0.0005898876,0.004959072,0.00006764907,0.001408963,0.00151448,0.0007667934],"category_scores_gemma":[0.02084232,0.0004627726,0.0004700903,0.0004654898,0.0001690331,0.0004110388,0.0004321407,0.01462726,0.003717016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003798432,"about_ca_system_score_gemma":0.02253688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003914019,"about_ca_topic_score_gemma":0.006722817,"domain_scores_codex":[0.9525969,0.03871815,0.005404523,0.0009925913,0.0007656988,0.001522114],"domain_scores_gemma":[0.9850491,0.002758434,0.007664422,0.002842036,0.0004918944,0.001194087],"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":[1.696379e-7,0.00009308864,0.000006321597,0.1742518,0.000006967688,0.000002061086,0.001759404,4.430467e-10,1.587033e-10,0.005836895,0.08867275,0.7293706],"study_design_scores_gemma":[0.0001051328,0.00006455473,0.00000696156,0.1241717,0.00005196207,0.000004419362,0.0002865807,4.232948e-8,1.632433e-10,0.0006538441,0.8743564,0.0002984213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.942452e-7,0.8945323,0.000006609896,0.006486163,0.00418074,0.01113292,0.00002738527,0.00006723774,0.08356631],"genre_scores_gemma":[0.000001153099,0.9788725,0.0005629103,0.01067919,0.001446856,0.005702485,0.000654424,0.00008866635,0.001991756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7856836,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795004738","doi":"10.1186/s40985-018-0084-9","title":"Population health intervention research training: the value of public health internships and mentorship","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Hebrew University of Jerusalem; Institut National de Santé Publique du Québec; Université du Québec à Montréal","keywords":"Mentorship; Internship; Public health; Medicine; Intervention (counseling); Value (mathematics); Population; Medical education; Environmental health; Nursing","authors":[{"name":"Anne-Marie Hamelin","is_ca":true},{"name":"Gilles Paradis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.981045491593976,"gpt":0.798071119265296,"spread":0.1829743723286801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3460763,0.0008484372,0.005892794,0.002075461,0.004435904,0.0002070482,0.001999895,0.0005460963,0.0004461138],"category_scores_gemma":[0.02684061,0.0005686011,0.0006497759,0.004731189,0.0006838302,0.0007453178,0.0008872783,0.004058566,0.0004305319],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006357559,"about_ca_system_score_gemma":0.02273203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009918881,"about_ca_topic_score_gemma":0.004863936,"domain_scores_codex":[0.7239385,0.2395558,0.02140732,0.002687059,0.00376748,0.008643885],"domain_scores_gemma":[0.9704455,0.008801045,0.01378546,0.002297622,0.001032984,0.003637356],"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":[0.000001496971,0.00005782645,0.0002385077,0.1053023,0.00002851812,1.07802e-7,0.02684842,2.789813e-9,2.352009e-9,0.007705738,0.07740036,0.7824167],"study_design_scores_gemma":[0.0003993184,0.0006536049,0.0007941535,0.03611166,0.00001566682,0.00001291694,0.004501838,0.000009325232,1.972563e-9,0.000344853,0.9568735,0.0002831736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002227428,0.7764521,0.0008834777,0.205608,0.001241322,0.01523804,0.0001987477,0.00009912657,0.0002569906],"genre_scores_gemma":[0.0001724895,0.9515651,0.0008604047,0.04118038,0.00124911,0.003755306,0.0005582288,0.0001365863,0.0005223854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8794731,"threshold_uncertainty_score":0.9996765,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"incentives","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3216517925","doi":"10.3389/phrs.2021.1603979","title":"Risk Perceptions, Knowledge and Behaviors of General and High-Risk Adult Populations Towards COVID-19: A Systematic Scoping Review","year":2021,"lang":"en","type":"article","venue":"Public health reviews","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"Fonds de Recherche du Québec - Santé; Faculty of Medicine, McGill University; McGill University","keywords":"Pandemic; Risk perception; Coronavirus disease 2019 (COVID-19); Perception; Public health; Inclusion (mineral); Psychology; Environmental health; MEDLINE; Medicine; Gerontology; Disease; Infectious disease (medical specialty); Nursing; Social psychology; Political science; Pathology","authors":[{"name":"Nathalie Clavel","is_ca":true},{"name":"Janine Badr","is_ca":true},{"name":"Lara Gautier","is_ca":true},{"name":"Mélanie Lavoie‐Tremblay","is_ca":true},{"name":"Jesseca Paquette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2147068342576063,"gpt":0.5143035439017197,"spread":0.2995967096441134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005473449,0.0002605582,0.001557881,0.0001759978,0.0004726809,0.00003570529,0.0001360548,0.0001104475,0.000558119],"category_scores_gemma":[0.003161155,0.0002200768,0.0001541215,0.000648255,0.00009033617,0.000131629,0.0001126851,0.0003088478,0.00005482285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004929865,"about_ca_system_score_gemma":0.002261759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106772,"about_ca_topic_score_gemma":0.006092716,"domain_scores_codex":[0.9922083,0.00444016,0.002021373,0.0006001313,0.0002005261,0.0005295116],"domain_scores_gemma":[0.996564,0.0002570602,0.001130379,0.0007301298,0.0001915559,0.001126836],"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":[0.000004155787,0.000361914,0.04815398,0.7294934,0.00003086313,0.000003996478,0.005261189,1.434233e-7,0.000001581491,0.004368993,0.01090823,0.2014116],"study_design_scores_gemma":[0.004213611,0.0009799892,0.3131082,0.4553422,0.001477075,0.0005376507,0.003015344,0.0001424315,0.000001059311,0.0004780442,0.2192918,0.001412561],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04294839,0.9335085,0.001887688,0.01481528,0.0005716087,0.005844734,0.0002037128,0.0000616035,0.0001584503],"genre_scores_gemma":[0.02041465,0.9573711,0.00266792,0.0176015,0.000121742,0.001301231,0.0001620842,0.0000317263,0.0003280093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2741512,"threshold_uncertainty_score":0.9955177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805962315","doi":"10.1186/s40985-018-0092-9","title":"Scrutinizing screening: a critical interpretive review of primary care provider perspectives on mammography decision-making with average-risk women","year":2018,"lang":"en","type":"review","venue":"Public health reviews","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fondation du cancer du sein du Québec","keywords":"Overdiagnosis; Medicine; Mammography; MEDLINE; PsycINFO; Family medicine; Decision aids; Thematic analysis; Cancer screening; Nursing; Qualitative research; Breast cancer; Alternative medicine; Cancer","authors":[{"name":"Sophia Siedlikowski","is_ca":true},{"name":"Carolyn Ells","is_ca":true},{"name":"Gillian Bartlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1479685295912916,"gpt":0.4501019706451735,"spread":0.3021334410538819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00754399,0.001057527,0.00791737,0.0008129366,0.0003378278,0.0001028882,0.0007040655,0.0003406483,0.0003224656],"category_scores_gemma":[0.01743196,0.0006778939,0.001478075,0.002356274,0.0005115967,0.000335412,0.0002813228,0.001809384,0.00005908111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002710785,"about_ca_system_score_gemma":0.004212286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873208,"about_ca_topic_score_gemma":0.000008387927,"domain_scores_codex":[0.9900864,0.002134867,0.003228738,0.001615243,0.00148318,0.001451614],"domain_scores_gemma":[0.9907273,0.002099496,0.002873224,0.001719919,0.001482788,0.001097266],"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":[0.00006802043,0.00006885993,0.00004100508,0.3498422,0.0001496584,0.00001878252,0.002162392,9.877184e-9,1.303449e-9,0.00005811508,0.004869003,0.642722],"study_design_scores_gemma":[0.0001133432,0.001306258,0.0000204812,0.4784075,0.0003368766,0.0001215041,0.000969859,4.020184e-7,3.852714e-9,0.000004887033,0.5184419,0.0002770751],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002337077,0.9852223,0.00297708,0.0009247969,0.0001725515,0.006600022,0.0001622385,0.00009026835,0.003848445],"genre_scores_gemma":[0.00003616517,0.9682963,0.01941754,0.010289,0.000492159,0.001245509,0.00008007417,0.0001300543,0.0000131926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6424448,"threshold_uncertainty_score":0.9995672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323842293","doi":"10.3389/phrs.2023.1605474","title":"An Umbrella Review of the Best and Most Up-to-Date Evidence on the Built Environment and Physical Activity in Older Adults ≥60 Years","year":2023,"lang":"en","type":"review","venue":"Public health reviews","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Library; University of Alberta","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Critical appraisal; Cycling; Physical activity; Systematic review; Gerontology; Inclusion (mineral); Causality (physics); Inclusion and exclusion criteria; Psychology; MEDLINE; Medicine; Physical therapy; Geography; Alternative medicine; Social psychology; Political science","authors":[{"name":"Jodie A. Stearns","is_ca":true},{"name":"Hayford M. Avedzi","is_ca":true},{"name":"Desmond Yim","is_ca":true},{"name":"John C. Spence","is_ca":true},{"name":"Farshad Labbaf","is_ca":true},{"name":"Carminda Goersch Lamboglia","is_ca":true},{"name":"Fiona Ko","is_ca":true},{"name":"Ciara Farmer","is_ca":true},{"name":"Ellina Lytvyak","is_ca":true},{"name":"Megan Kennedy","is_ca":true},{"name":"Yeong-Bae Kim","is_ca":true},{"name":"Hui Ren","is_ca":true},{"name":"Karen K. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3006190629890328,"gpt":0.4691020851666988,"spread":0.168483022177666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004904,0.000321161,0.001908686,0.00006964832,0.0002776668,0.00007422571,0.0008881426,0.0001246389,0.00003518115],"category_scores_gemma":[0.001376568,0.0001720615,0.0002428534,0.00112568,0.000349937,0.0002320672,0.0001468852,0.0006061112,0.00004687576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686828,"about_ca_system_score_gemma":0.0007021986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312109,"about_ca_topic_score_gemma":0.00150004,"domain_scores_codex":[0.9935437,0.003736808,0.0009042419,0.0007192555,0.0005805165,0.0005154232],"domain_scores_gemma":[0.9971466,0.0007042551,0.0008101075,0.0009235101,0.00003651425,0.0003789877],"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":[0.000001136253,0.00009903155,0.0002530767,0.07915714,0.000005482024,6.502354e-7,0.001573565,4.597255e-9,1.521452e-8,0.00005755186,0.0008006237,0.9180517],"study_design_scores_gemma":[0.0000360729,0.00003707195,0.005424066,0.1549599,0.00004877991,1.954555e-7,0.00006271199,7.359104e-7,2.605158e-8,0.00001026995,0.8392808,0.0001394551],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003018015,0.9734464,0.000001636761,0.01723149,0.0001228737,0.006074874,0.00004406313,0.00001346731,0.00004712356],"genre_scores_gemma":[0.0006038656,0.9962255,0.000007963275,0.002455111,0.0001305173,0.0004568386,0.000007919492,0.00002393804,0.00008831538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9179122,"threshold_uncertainty_score":0.7016462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105905682","doi":"10.1186/s40985-015-0002-3","title":"Integrating ethics in public health education: the process of developing case studies","year":2015,"lang":"en","type":"review","venue":"Public health reviews","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health; Canadian Institutes of Health Research","funders":"","keywords":"Public health; Bioethics; International health; Health care; Human rights; Law; Political science; Medicine; Medical ethics; Population; Hippocratic Oath; Genocide; Health policy; Public relations; Sociology; Nursing; Environmental health","authors":[{"name":"Theodore H. Tulchinsky","is_ca":false},{"name":"Bruce Jennings","is_ca":false},{"name":"Sarah Viehbeck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.806367134395116,"gpt":0.6983780706102587,"spread":0.1079890637848573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1146239,0.000974701,0.007095031,0.00128613,0.002803006,0.0000901817,0.001367824,0.0009895939,0.00006430359],"category_scores_gemma":[0.03979732,0.0005929146,0.0004120112,0.00576263,0.0003052793,0.0006161316,0.0004640817,0.00716328,0.000154026],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009494386,"about_ca_system_score_gemma":0.2720232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686203,"about_ca_topic_score_gemma":0.007365372,"domain_scores_codex":[0.9481148,0.03457905,0.01157081,0.001137238,0.001059303,0.003538851],"domain_scores_gemma":[0.9735734,0.006300227,0.01237777,0.002032527,0.003696384,0.002019702],"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":[3.244933e-7,0.00009550725,0.00002094076,0.2234584,0.00002997872,0.000001120024,0.05714885,1.858627e-8,1.078984e-10,0.007311379,0.08620515,0.6257283],"study_design_scores_gemma":[0.0001382442,0.00007070763,0.000003701891,0.0632759,0.00002612975,0.0002057331,0.05614873,0.000002786028,4.328394e-10,0.0002831644,0.8794912,0.0003536842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003892197,0.7078384,0.0001031618,0.2776679,0.003428057,0.009875073,0.00004865294,0.00007181535,0.0009631333],"genre_scores_gemma":[0.000006318965,0.9253316,0.001236994,0.06038712,0.001857731,0.01028615,0.0003370264,0.0001209827,0.00043608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7932861,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807391615","doi":"10.1186/s40985-018-0088-5","title":"Human rights in patient care: drug treatment and punishment in Russia","year":2018,"lang":"en","type":"article","venue":"Public health reviews","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HIV Legal Network","funders":"Yale University","keywords":"Punitive damages; Human rights; Punishment (psychology); Health care; Drug control; Government (linguistics); Public health; Medicine; Political science; Criminology; Law; Sociology; Psychology; Nursing; Social psychology","authors":[{"name":"Mikhail Golichenko","is_ca":true},{"name":"Sandra Ka Hon Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186382184473667,"gpt":0.4208849213476762,"spread":0.3022467029003095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200029,0.0002550154,0.0009003928,0.0003086284,0.0001561464,0.00003024912,0.00009098864,0.0000672418,0.00009638641],"category_scores_gemma":[0.0000820044,0.000172411,0.00005412302,0.0004631031,0.00008747521,0.000114758,0.00005270563,0.0002071981,0.0001285683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438465,"about_ca_system_score_gemma":0.0002709872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005855144,"about_ca_topic_score_gemma":0.02264882,"domain_scores_codex":[0.9970165,0.0005392897,0.001070994,0.0004804033,0.00022392,0.0006688347],"domain_scores_gemma":[0.9985139,0.0000318324,0.0002317981,0.0005526558,0.00005615785,0.0006136324],"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":[0.00001469038,0.0008239986,0.02072452,0.0009227892,0.00001245229,0.00003390627,0.07192001,4.328995e-8,0.000008249222,0.001132599,0.01177025,0.8926365],"study_design_scores_gemma":[0.001495423,0.001438855,0.01612379,0.0004892558,0.000008333146,0.00001244883,0.001195984,0.000007901446,0.00001673847,0.00004837009,0.9790289,0.0001339546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237764,0.03601624,0.000002545476,0.02670481,0.0002015067,0.004265516,0.00001026129,0.00005004264,0.008972714],"genre_scores_gemma":[0.9880331,0.005889714,0.000578454,0.004336093,0.0002054978,0.0004945202,0.00007043335,0.00002289495,0.0003693633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9672587,"threshold_uncertainty_score":0.9951853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170206037","doi":"10.3389/phrs.2021.1604046","title":"Communication With Older Adults in Times of a Pandemic: Practical Suggestions for the Health Care Professionals","year":2021,"lang":"en","type":"review","venue":"Public health reviews","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Université de Montréal","keywords":"Social distance; Pandemic; Hearing loss; Health care; Isolation (microbiology); Social isolation; Medicine; Psychology; Public health; Health communication; Coronavirus disease 2019 (COVID-19); Nursing; Gerontology; Audiology; Disease; Psychiatry; Communication","authors":[{"name":"Alexis Pinsonnault-Skvarenina","is_ca":true},{"name":"Adriana Bender Moreira de Lacerda","is_ca":true},{"name":"Mathieu Hotton","is_ca":true},{"name":"Jean‐Pierre Gagné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2893507989132205,"gpt":0.5187781117681464,"spread":0.2294273128549258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006213151,0.0002801751,0.002049407,0.0001716796,0.0004007489,0.00005142907,0.0004037711,0.0001754606,0.0000352539],"category_scores_gemma":[0.007798913,0.0001445508,0.0002947095,0.0008661017,0.0001479057,0.0001688882,0.0001095401,0.0007857473,0.000007600174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431289,"about_ca_system_score_gemma":0.00716235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929806,"about_ca_topic_score_gemma":0.0001614085,"domain_scores_codex":[0.9904777,0.006118141,0.001955331,0.0005682442,0.0003541619,0.0005264122],"domain_scores_gemma":[0.9903461,0.006527329,0.001669903,0.001006238,0.0002312127,0.0002192349],"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":[0.000002764681,0.0002154632,0.000006130353,0.05638324,0.000004319463,1.455195e-7,0.002509438,4.900941e-8,1.483931e-8,0.0022081,0.002641826,0.9360285],"study_design_scores_gemma":[0.0001970676,0.0001428489,0.00006454448,0.06230226,0.00002163169,0.00002186822,0.0004634277,0.00001396614,3.731762e-8,0.000006161603,0.936647,0.0001192182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003080162,0.9460682,0.0003114799,0.04374284,0.0001038966,0.009648983,0.00006288211,0.00002373564,0.00003487672],"genre_scores_gemma":[0.00004500631,0.9878795,0.00471038,0.002718839,0.00004286839,0.00431513,0.0001883477,0.00003699623,0.0000628923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9359093,"threshold_uncertainty_score":0.9984661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206143756","doi":"10.3389/phrs.2021.1604031","title":"Reducing Inequities During the COVID-19 Pandemic: A Rapid Review and Synthesis of Public Health Recommendations","year":2022,"lang":"en","type":"review","venue":"Public health reviews","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":15,"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; Centre for Global Health Research; Public Health Ontario; University of Toronto","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto; Physicians' Services Incorporated Foundation; Government of Ontario","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Betacoronavirus; Medicine; MEDLINE; Environmental health; Virology; Political science; Nursing; Outbreak; Pathology; Disease; Infectious disease (medical specialty)","authors":[{"name":"Chloë Brown","is_ca":true},{"name":"Katie Wilkins","is_ca":true},{"name":"Amy Craig-Neil","is_ca":true},{"name":"Tara Upshaw","is_ca":true},{"name":"Andrew D. Pinto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6511450282575413,"gpt":0.5504126702442909,"spread":0.1007323580132504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04961414,0.0009187807,0.007257833,0.0008618518,0.001832163,0.0001034066,0.00132672,0.0002513488,0.008051631],"category_scores_gemma":[0.00775977,0.0006451591,0.0009366453,0.002472603,0.0002853319,0.0002589856,0.0007138615,0.001784385,0.00007887213],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006229138,"about_ca_system_score_gemma":0.01576321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004165995,"about_ca_topic_score_gemma":0.000453235,"domain_scores_codex":[0.9634588,0.02486289,0.007071155,0.001646705,0.0006384454,0.002322016],"domain_scores_gemma":[0.9838885,0.004984142,0.006482583,0.002331919,0.00007687107,0.002236],"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":[0.00000105522,0.0001406695,0.0000199841,0.311703,0.00009076917,9.100545e-7,0.001275782,3.430802e-9,1.566789e-9,0.0004809544,0.05502692,0.63126],"study_design_scores_gemma":[0.0002282658,0.0001641992,0.00001440947,0.0194668,0.0002472395,0.0005020265,0.0005518199,1.721199e-7,8.949388e-10,0.00001016129,0.978403,0.0004118631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.865392e-7,0.8282456,0.0000591302,0.1606395,0.0008189161,0.008804458,0.0007125325,0.0001394198,0.00057994],"genre_scores_gemma":[0.000001073601,0.9072797,0.0001396846,0.08145197,0.000253131,0.009469569,0.0005325329,0.0001223219,0.0007500628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9233761,"threshold_uncertainty_score":0.9996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2517204842","doi":"10.1186/s40985-016-0020-9","title":"The need for a rights-based public health approach to Australian asylum seeker health","year":2016,"lang":"en","type":"review","venue":"Public health reviews","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":13,"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","funders":"","keywords":"Immigration detention; Asylum seeker; Refugee; Public health; Government (linguistics); Immigration; Political science; Health care; Health policy; Criminology; Law; Public relations; Medicine; Sociology; Nursing","authors":[{"name":"Jo Durham","is_ca":false},{"name":"Claire E. Brolan","is_ca":true},{"name":"Chi‐Wai Lui","is_ca":false},{"name":"Maxine Whittaker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3500217155601886,"gpt":0.4874520428368628,"spread":0.1374303272766741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.04087364,0.001720207,0.007857961,0.001153923,0.003224096,0.0005641007,0.002354271,0.0008483891,0.0004696664],"category_scores_gemma":[0.001197886,0.0009751863,0.001883018,0.002835843,0.0002588212,0.0002863339,0.0001141155,0.001608313,0.002887337],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329586,"about_ca_system_score_gemma":0.0193553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061551,"about_ca_topic_score_gemma":0.002052633,"domain_scores_codex":[0.9675906,0.01300451,0.008598518,0.002735411,0.001005359,0.007065579],"domain_scores_gemma":[0.9806853,0.001488536,0.006102287,0.003929973,0.0004753784,0.007318549],"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":[0.000006671995,0.0002733956,0.000001651879,0.03242202,0.00006836162,2.219743e-7,0.0007742713,1.035762e-8,2.53791e-10,0.01539752,0.4181337,0.5329222],"study_design_scores_gemma":[0.0009869189,0.0008591824,0.00002293278,0.006841478,0.00003650735,0.00004530456,0.0001100601,0.000003115509,1.026371e-9,0.0001367455,0.9901819,0.0007758567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.087941e-8,0.6977012,0.01630417,0.2553705,0.002258269,0.02615273,0.0007274506,0.0002427463,0.001242893],"genre_scores_gemma":[0.000001432225,0.8903579,0.003834056,0.07120899,0.001854546,0.02355284,0.001993335,0.0002646619,0.006932297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5720482,"threshold_uncertainty_score":0.9995544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392285616","doi":"10.3389/phrs.2024.1605579","title":"Why Female Smokers Have Poorer Long-Term Health Outcomes than Male Smokers: The Role of Cigarette Smoking During Pregnancy","year":2024,"lang":"en","type":"article","venue":"Public health reviews","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"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 Ottawa; Health Canada; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"","keywords":"Pregnancy; Medicine; Cigarette smoking; MEDLINE; Young adult; Obstetrics; Gerontology; Internal medicine","authors":[{"name":"Yang Li","is_ca":true},{"name":"Yunchun Zhou","is_ca":true},{"name":"Mingyan Jiang","is_ca":false},{"name":"Wendy Wen","is_ca":true},{"name":"Yanfang Guo","is_ca":true},{"name":"Smita Pakhalé","is_ca":true},{"name":"Shi Wu Wen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09567555607588724,"gpt":0.377143088424105,"spread":0.2814675323482178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002568134,0.0003610764,0.001090059,0.0003101292,0.0003284508,0.0001391746,0.0003039365,0.0001422512,0.0004188218],"category_scores_gemma":[0.000238622,0.0002142856,0.0004282091,0.0006254709,0.0001111431,0.0003279591,0.00009568936,0.0006936125,0.000008456223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980273,"about_ca_system_score_gemma":0.0006089784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009656771,"about_ca_topic_score_gemma":0.0001227699,"domain_scores_codex":[0.9958052,0.0005009183,0.001418292,0.0005974446,0.0007594452,0.0009186929],"domain_scores_gemma":[0.9977859,0.000111506,0.000574376,0.0009469507,0.0001090993,0.0004721863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005204189,0.00009104292,0.7935675,0.003994934,0.00007371968,0.00001359295,0.002616888,1.466038e-7,0.000007436562,0.000101958,0.001485844,0.1980417],"study_design_scores_gemma":[0.0004720932,0.0001522101,0.8917025,0.006876676,0.0001058257,0.0001260263,0.000527338,0.000009438502,0.00007924215,0.00001601572,0.09974399,0.0001886528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7082283,0.1743305,0.0001422061,0.1122854,0.0008675785,0.003160119,0.00003286334,0.0002139215,0.0007390861],"genre_scores_gemma":[0.9684572,0.02114937,0.00004660986,0.009002551,0.0002111964,0.0003446986,0.0001176924,0.00007540989,0.0005952555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2602289,"threshold_uncertainty_score":0.8738313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285507253","doi":"10.3389/phrs.2022.1604583","title":"Factors Influencing the Implementation of Remote Delivery Strategies for Non-Communicable Disease Care in Low- and Middle-Income Countries: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Public health reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Novo Nordisk","keywords":"Non-communicable disease; Low and middle income countries; Communicable disease; Pandemic; Service delivery framework; Environmental health; Medicine; Developing country; Coronavirus disease 2019 (COVID-19); Business; Health care; Health care delivery; Public health; Disease; Service (business); Nursing; Economic growth; Marketing","authors":[{"name":"Caroline Favas","is_ca":false},{"name":"Éimhín Ansbro","is_ca":false},{"name":"Evette Eweka","is_ca":false},{"name":"Gina Agarwal","is_ca":true},{"name":"Maria Lazo Porras","is_ca":false},{"name":"Ioanna Tsiligianni","is_ca":false},{"name":"Rajesh Vedanthan","is_ca":false},{"name":"Ruth Webster","is_ca":false},{"name":"Pablo Perel","is_ca":false},{"name":"Adrianna Murphy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1810834532927743,"gpt":0.4342821633672021,"spread":0.2531987100744278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009033995,0.0006116145,0.004133826,0.00041721,0.0007259205,0.000199691,0.0009228778,0.0001282541,0.0001590553],"category_scores_gemma":[0.001452658,0.0003900347,0.0005166575,0.001351451,0.0001320827,0.00102088,0.0005997746,0.0006053981,0.000006548363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000700501,"about_ca_system_score_gemma":0.002694681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01702389,"about_ca_topic_score_gemma":0.002688047,"domain_scores_codex":[0.9934658,0.001032469,0.003540135,0.0005615671,0.0003032148,0.001096808],"domain_scores_gemma":[0.9939016,0.0008924488,0.003892715,0.0009002148,0.0002702787,0.0001427098],"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":[0.000002800294,0.00001166289,0.00006405661,0.6787553,0.00002869151,4.607189e-7,0.0012965,8.106206e-7,2.146057e-10,0.001368371,0.01138394,0.3070874],"study_design_scores_gemma":[0.0001877691,0.0000349034,0.0001060038,0.06647632,0.0001366026,9.5055e-7,0.01035382,0.00003453608,1.899975e-10,0.00007783282,0.9223272,0.0002640313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001108892,0.9738461,0.000014134,0.01627742,0.0002490948,0.009125818,0.0001726846,0.00002827334,0.0001756398],"genre_scores_gemma":[0.00002981482,0.9615713,0.00006582854,0.03597957,0.0001977196,0.001276751,0.0008281672,0.00004581942,0.000005027106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9109433,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550754089","doi":"10.1186/s40985-016-0039-y","title":"Future Earth Health Knowledge-Action Network","year":2016,"lang":"en","type":"editorial","venue":"Public health reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"Rockefeller Foundation","keywords":"Civil society; Global health; Government (linguistics); Convention on Biological Diversity; Sustainable development; Public health; Business; Environmental resource management; Political science; Public relations; Environmental planning; Medicine; Politics; Geography; Ecology","authors":[{"name":"Paul Shrivastava","is_ca":true},{"name":"Kari O. Raivio","is_ca":false},{"name":"Fumiko Kasuga","is_ca":false},{"name":"Joshua J. Tewksbury","is_ca":false},{"name":"Andy Haines","is_ca":false},{"name":"Peter Daszak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1159683178359599,"gpt":0.4064321642326555,"spread":0.2904638463966956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02402842,0.001010791,0.00362649,0.0005420523,0.001279847,0.0005033216,0.001142481,0.00133505,0.0005815086],"category_scores_gemma":[0.00565383,0.000725028,0.0005744841,0.001651039,0.0001247321,0.001337583,0.0005403071,0.00197077,0.005786879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009868876,"about_ca_system_score_gemma":0.003684311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008042551,"about_ca_topic_score_gemma":0.00370831,"domain_scores_codex":[0.9883358,0.001349877,0.003816018,0.001392568,0.0007661988,0.004339536],"domain_scores_gemma":[0.9914082,0.0006658395,0.005116164,0.001399491,0.000818542,0.0005917526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004908424,0.00004760174,0.00001371512,0.005629038,0.00001785475,4.254062e-7,0.00001646412,6.394328e-7,6.249822e-9,0.005058513,0.6838109,0.3053999],"study_design_scores_gemma":[0.0004235978,0.00006679953,0.0001054237,0.00104499,0.00001317231,0.000001866328,0.00002755221,0.00005543148,6.394494e-10,0.0004025597,0.997301,0.0005575637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[3.155393e-7,0.08675879,0.0004904547,0.338222,0.5643588,0.001585716,0.00005600151,0.0002852426,0.008242685],"genre_scores_gemma":[7.372366e-7,0.1558613,0.0001799368,0.1470881,0.6939,0.0003081788,0.001115673,0.0001066495,0.001439334],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3134901,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386640633","doi":"10.3389/phrs.2023.1606110","title":"The Governance of Core Competencies for Public Health: A Rapid Review of the Literature","year":2023,"lang":"en","type":"review","venue":"Public health reviews","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Canadian Public Health Association; Impact; Public Health Agency of Canada; NOSM University; Public Health Ontario; University of Toronto; Simon Fraser University; St. Francis Xavier University; Health Canada","funders":"Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Delphi method; Public health; Corporate governance; Core competency; Workforce; Delphi; Medicine; Political science; Knowledge management; Public relations; Business; Psychology; Nursing; Computer science","authors":[{"name":"Harman Singh Sandhu","is_ca":true},{"name":"Victoria Otterman","is_ca":true},{"name":"Lynda Tjaden","is_ca":true},{"name":"Rosemarie Shephard","is_ca":true},{"name":"Emma Apatu","is_ca":true},{"name":"Erica Di Ruggiero","is_ca":true},{"name":"Richard Musto","is_ca":true},{"name":"Jasmine Pawa","is_ca":true},{"name":"Malcolm Steinberg","is_ca":true},{"name":"Claire Betker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5683517619401859,"gpt":0.5633123942873424,"spread":0.005039367652843518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05415062,0.0009031231,0.00759063,0.0002695899,0.003162979,0.00006802211,0.00301868,0.0006553857,0.0001230549],"category_scores_gemma":[0.02915456,0.0004471856,0.002040475,0.005744063,0.0003921902,0.0002847708,0.0006280605,0.002653001,0.0001200607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002018661,"about_ca_system_score_gemma":0.04031977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008360884,"about_ca_topic_score_gemma":0.0005448872,"domain_scores_codex":[0.9695475,0.01293694,0.01178081,0.0009511202,0.001210346,0.003573276],"domain_scores_gemma":[0.9645588,0.008000467,0.02063436,0.00360375,0.001907018,0.001295536],"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":[5.012171e-7,0.0000287156,0.000002142444,0.3310599,0.0000283086,1.89777e-8,0.0007932553,1.210219e-9,1.563185e-9,0.00712583,0.3037053,0.357256],"study_design_scores_gemma":[0.0001262127,0.0000924043,0.00003414344,0.3338619,0.00004670952,0.000004540066,0.0001989985,0.00000132786,1.075374e-9,0.00007180946,0.6653735,0.0001884692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.052365e-7,0.6965637,0.00002015163,0.2773726,0.004130645,0.0199496,0.001527097,0.0000674434,0.0003686983],"genre_scores_gemma":[7.144806e-8,0.9249397,0.0002745985,0.05846715,0.001466646,0.01098609,0.000822185,0.0001544082,0.002889159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3616681,"threshold_uncertainty_score":0.999798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280649425","doi":"10.3389/phrs.2022.1604362","title":"Exploring Cross-Sectoral Implications of the Sustainable Development Goals: Towards a Framework for Integrating Health Equity Perspectives With the Land-Water-Energy Nexus","year":2022,"lang":"en","type":"review","venue":"Public health reviews","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Northern British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Nexus (standard); Equity (law); Sustainable development; Health equity; Environmental resource management; Conceptualization; Business; Land use; Context (archaeology); Environmental planning; Public economics; Natural resource economics; Economic growth; Economics; Political science; Health care; Geography; Computer science; Ecology","authors":[{"name":"Christiana O. Onabola","is_ca":true},{"name":"Nathan Andrews","is_ca":true},{"name":"Maya Gislason","is_ca":true},{"name":"Henry G. Harder","is_ca":true},{"name":"Margot W. Parkes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4119863321172843,"gpt":0.4313318831764109,"spread":0.01934555105912655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067313,0.0005086717,0.001602829,0.00007539038,0.002058483,0.00016131,0.001382068,0.0001032875,0.0005052792],"category_scores_gemma":[0.0005070385,0.0002264597,0.0004014607,0.0009016411,0.0002776055,0.0004078799,0.001316269,0.0006966632,0.000009279683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003908824,"about_ca_system_score_gemma":0.001215891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032404,"about_ca_topic_score_gemma":0.0006201458,"domain_scores_codex":[0.9948057,0.001287175,0.001322739,0.0006863817,0.0005238285,0.00137421],"domain_scores_gemma":[0.996819,0.0003301258,0.001393402,0.001070162,0.00001962197,0.000367738],"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":[0.000002547139,0.0001032015,0.0000884063,0.005524645,0.0000425114,2.057977e-7,0.004330065,0.00006599285,2.313907e-8,0.005625094,0.0008020343,0.9834152],"study_design_scores_gemma":[0.00007277614,0.0001282498,0.000743945,0.001263696,0.00002864397,0.000009339481,0.0009908412,0.000001646876,3.247963e-7,0.0002833995,0.9962326,0.0002445509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000350484,0.9780636,0.007397752,0.01062129,0.0001240334,0.002838673,0.00003082488,0.00003689196,0.0008518793],"genre_scores_gemma":[0.000378168,0.9876604,0.002840551,0.00209506,0.0001011608,0.00637936,0.00009561398,0.00006580041,0.0003838508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9954305,"threshold_uncertainty_score":0.999915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284897120","doi":"10.3389/phrs.2022.1604560","title":"Addressing the Evidence Gap in the Economic and Social Benefits of Civil Registration and Vital Statistics Systems: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Public health reviews","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"International Development Research Centre","keywords":"Actuarial science; Business","authors":[{"name":"Rebeca Revenga Becedas","is_ca":false},{"name":"Carmen Sant Fruchtman","is_ca":false},{"name":"Irina Dincu","is_ca":true},{"name":"Donald De Savigny","is_ca":false},{"name":"Daniel Cobos Muñoz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4790135367808128,"gpt":0.4627568543550205,"spread":0.01625668242579237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01447044,0.0003357294,0.004193848,0.00009639083,0.0002869098,0.0001004305,0.0003132258,0.00009035116,0.00002438981],"category_scores_gemma":[0.001249792,0.0001633232,0.0001748781,0.000268615,0.0000914276,0.000109349,0.00009896178,0.0005873569,0.000006881998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608858,"about_ca_system_score_gemma":0.001339709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004636411,"about_ca_topic_score_gemma":0.0002482578,"domain_scores_codex":[0.991414,0.004383492,0.003013122,0.000380425,0.000416429,0.0003925226],"domain_scores_gemma":[0.9953966,0.0009634938,0.002929208,0.0005198076,0.00004675544,0.000144161],"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":[0.000001106462,0.00001470831,0.000005543349,0.8590488,0.00002073998,0.000001933849,0.0003026183,1.91844e-8,6.468636e-10,0.002717036,0.004965086,0.1329224],"study_design_scores_gemma":[0.00005567039,0.00007168389,0.00002389776,0.454498,0.0004045496,0.0003832731,0.00008959258,0.000003855997,8.979952e-11,0.00000772365,0.5443913,0.00007049983],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002819263,0.9799735,0.000009575146,0.009341422,0.0001292561,0.01023215,0.0001993494,0.000008291034,0.000103661],"genre_scores_gemma":[0.00002775738,0.9930991,0.00002455057,0.005445063,0.0001556224,0.001104104,0.00009975532,0.00002098325,0.00002307716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5394261,"threshold_uncertainty_score":0.6660127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297906559","doi":"10.3389/phrs.2022.1604686","title":"Relationship Between Fruit and Vegetables Intake and Common Mental Disorders in Youth: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Public health reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Public Health Ontario; St. Michael's Hospital; University of Alberta; Health Canada","funders":"","keywords":"Prospective cohort study; Cohort; Cohort study; Medicine; Environmental health; Critical appraisal; Demography; Gerontology; Psychiatry; Alternative medicine; Internal medicine","authors":[{"name":"Julia Dabravolskaj","is_ca":true},{"name":"Shelby Marozoff","is_ca":true},{"name":"Katerina Maximova","is_ca":true},{"name":"Paul J. Veugelers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2478324714901609,"gpt":0.4160780278960153,"spread":0.1682455564058544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007707807,0.0006768765,0.009654035,0.0003992249,0.0002530499,0.00006849632,0.0002880383,0.0001916675,0.00004776545],"category_scores_gemma":[0.002949963,0.0005030467,0.0005758569,0.001251581,0.0001118226,0.0002486784,0.0004155325,0.001562978,0.00003911779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788865,"about_ca_system_score_gemma":0.0004525578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002963855,"about_ca_topic_score_gemma":0.0003321367,"domain_scores_codex":[0.9903629,0.004698114,0.002938295,0.0007922549,0.0005336843,0.0006747742],"domain_scores_gemma":[0.9950519,0.001656423,0.00167164,0.0008983361,0.00002117116,0.0007004809],"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":[2.889417e-7,0.0003518609,0.007660585,0.7369391,0.00004663015,9.410749e-7,0.0001665648,3.113233e-10,1.278491e-10,0.0001509011,0.0002434276,0.2544397],"study_design_scores_gemma":[0.0001726136,0.0001137854,0.002915576,0.376549,0.00128931,0.00002611259,0.00002933821,3.76037e-7,2.065421e-10,0.00006414652,0.6186083,0.000231404],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004124358,0.9780055,0.000001162646,0.004108292,0.00009254296,0.01719604,0.0001666096,0.00005140518,0.0003372617],"genre_scores_gemma":[0.0004907058,0.9944831,0.00004483932,0.001521345,0.00009723041,0.001915632,0.001303739,0.00008234369,0.00006112056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6183649,"threshold_uncertainty_score":0.9997421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411244266","doi":"10.3389/phrs.2025.1606334","title":"Abu Dhabi Public Health Workforce Development: Learning Points From the Comparison of Six Countries","year":2025,"lang":"en","type":"review","venue":"Public health reviews","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Abu dhabi; Workforce; Public health; Workforce development; Environmental health; Medicine; Economic growth; Business; Geography; Nursing; Economics; Pathology","authors":[{"name":"Tahani Al Qadiri","is_ca":false},{"name":"Marília Silva Paulo","is_ca":false},{"name":"Mohamud Sheek‐Hussein","is_ca":false},{"name":"Katarzyna Czabanowska","is_ca":false},{"name":"Erik Koorneef","is_ca":false},{"name":"Michal Grivna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4619164421410056,"gpt":0.5784101064212395,"spread":0.1164936642802338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.03836383,0.001266238,0.009282048,0.000846753,0.005491433,0.0001995462,0.002290021,0.001092466,0.0009166458],"category_scores_gemma":[0.01236987,0.0008482003,0.0007848366,0.003591033,0.0002679264,0.0004960321,0.0007528184,0.005387813,0.001317034],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004830921,"about_ca_system_score_gemma":0.08106356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005681246,"about_ca_topic_score_gemma":0.002116022,"domain_scores_codex":[0.9530758,0.0261444,0.01323717,0.001445393,0.001306927,0.004790272],"domain_scores_gemma":[0.9701678,0.01070123,0.01363595,0.002287823,0.0009004395,0.002306728],"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":[0.000001396565,0.0001122844,0.0007351195,0.09324112,0.00006541733,8.26595e-8,0.01318013,7.417907e-8,4.821004e-10,0.002266669,0.240949,0.6494487],"study_design_scores_gemma":[0.0002733888,0.00007539057,0.0002966839,0.06841699,0.00005588659,0.000001594352,0.002534728,0.000007415816,2.552856e-9,0.00002220063,0.9278433,0.0004723561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000289592,0.8372205,0.0008734034,0.1451368,0.003534312,0.009797525,0.0002136561,0.0002125919,0.003008362],"genre_scores_gemma":[0.000004080286,0.93584,0.001230872,0.05087519,0.001668179,0.003974153,0.003148496,0.0001379533,0.003121151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6868943,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391320905","doi":"10.3389/phrs.2024.1606052","title":"The Intersections of COVID-19 Global Health Governance and Population Health Priorities: Equity-Related Lessons Learned From Canada and Selected G20 Countries","year":2024,"lang":"en","type":"article","venue":"Public health reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute of Health Services and Policy Research; Health Canada; Université de Montréal; Centre for Global Health Research; University of Toronto; Public Health Ontario","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Public health; Global health; Accountability; Equity (law); Population health; Health equity; Population; Redress; Health policy; Corporate governance; Political science; Economic growth; Business; Environmental health; Medicine; Economics; Nursing","authors":[{"name":"Muriel Mac-Seing","is_ca":true},{"name":"Erica Di Ruggiero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1248198762353671,"gpt":0.4167537216084645,"spread":0.2919338453730974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006883614,0.000263837,0.0009389857,0.00008168542,0.001225198,0.0003835633,0.0002495828,0.00009575737,0.00003221555],"category_scores_gemma":[0.004453251,0.0001973585,0.00005969066,0.00129322,0.0001699176,0.0005596574,0.000245369,0.0003599163,0.000007300972],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217936,"about_ca_system_score_gemma":0.006836562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850717,"about_ca_topic_score_gemma":0.9339013,"domain_scores_codex":[0.9957507,0.000584802,0.001733482,0.0005148491,0.0003188772,0.001097344],"domain_scores_gemma":[0.9972947,0.0006433015,0.001223509,0.000320731,0.0001443318,0.0003733739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008554807,0.00001380839,0.0158093,0.005020691,0.00002813758,6.426616e-7,0.0002674131,0.000008081924,3.698938e-8,0.2282757,0.5849176,0.16565],"study_design_scores_gemma":[0.000194121,0.00003486198,0.07459339,0.0002669537,0.000006864852,0.000007096846,0.0003063018,0.001345634,2.194235e-9,0.005111864,0.9180129,0.000119967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008251366,0.1452443,0.0004121182,0.8435528,0.0009655163,0.001007672,0.0002361375,0.0001231319,0.000206905],"genre_scores_gemma":[0.3842653,0.2501558,0.00009644749,0.3642679,0.0006211677,0.0001035615,0.0003703828,0.00003270927,0.00008671836],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4792849,"threshold_uncertainty_score":0.9987938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318826568","doi":"10.3389/phrs.2023.1605516","title":"Food Intake and Food Selection Following Physical Relocation: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Public health reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Alberta; Public Health Agency; Public Health Agency of Canada","keywords":"Relocation; Selection (genetic algorithm); Environmental health; Food intake; Medicine; Computer science","authors":[{"name":"Trevor Kouritzin","is_ca":true},{"name":"John C. Spence","is_ca":true},{"name":"Karen Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2665974897987519,"gpt":0.4588378369319837,"spread":0.1922403471332318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004439154,0.0008582303,0.008239389,0.00035032,0.0003153196,0.0001081063,0.0002848376,0.000274105,0.00001862046],"category_scores_gemma":[0.002882467,0.0006661552,0.001517207,0.002970975,0.00006542755,0.0003609702,0.0002737355,0.001417877,0.0004199274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007844594,"about_ca_system_score_gemma":0.002298943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001900112,"about_ca_topic_score_gemma":0.00008276747,"domain_scores_codex":[0.9929957,0.00171814,0.002287532,0.0012598,0.0007099551,0.001028857],"domain_scores_gemma":[0.9958424,0.0005628414,0.001521911,0.0009150333,0.0001583281,0.0009994671],"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":[2.601825e-7,0.000441062,0.000009294893,0.4546679,0.0001254226,9.578407e-7,0.0000223049,1.295566e-9,6.68753e-9,0.0002160966,0.001688498,0.5428282],"study_design_scores_gemma":[0.0001359864,0.0007427885,0.00003110176,0.4271498,0.0006601842,0.00004803809,0.000002059545,0.000003212708,2.027445e-8,0.0000469255,0.5709134,0.0002664956],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001139453,0.9799663,0.00005069647,0.005694995,0.0003551055,0.01335674,0.00001734038,0.0003471732,0.0002002028],"genre_scores_gemma":[0.00002943441,0.9916163,0.0002447229,0.003392654,0.001404415,0.0027625,0.0002848271,0.0001844166,0.00008072539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5692249,"threshold_uncertainty_score":0.999579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289890870","doi":"10.3389/phrs.2022.1605082","title":"Moving Forward With Integrated Care: The Use of Realist Approaches to Understand What Works, How, for Whom and Under Which Circumstances","year":2022,"lang":"en","type":"article","venue":"Public health reviews","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada; University of British Columbia","funders":"","keywords":"Public health; Medicine; Psychology; Nursing","authors":[{"name":"Isabelle Peytremann‐Bridevaux","is_ca":false},{"name":"Maura MacPhee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5399511646317675,"gpt":0.4188163247895167,"spread":0.1211348398422508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005765473,0.0002998674,0.00111003,0.0002034571,0.003217916,0.0003061261,0.0004032852,0.0001150793,0.00006132519],"category_scores_gemma":[0.0007063346,0.0001838165,0.00009699866,0.001326675,0.0001177241,0.001085407,0.0002757435,0.0009526989,0.000001963473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200208,"about_ca_system_score_gemma":0.005935961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479491,"about_ca_topic_score_gemma":0.01876959,"domain_scores_codex":[0.993988,0.002759746,0.00115142,0.0005537365,0.000448617,0.001098498],"domain_scores_gemma":[0.9956134,0.00187967,0.0009170353,0.0007544332,0.0003210391,0.0005143993],"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":[0.0002734372,0.00009308632,0.006532507,0.0126165,0.0001010761,8.152472e-7,0.07245015,0.00005253182,0.000001279144,0.01742621,0.3184519,0.5720005],"study_design_scores_gemma":[0.0005499714,0.0003061432,0.001062215,0.0007424718,0.00002344206,0.000002618129,0.1277282,0.00004697156,1.189614e-7,0.0002145309,0.8691552,0.0001681298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005135302,0.154669,0.03513457,0.7915727,0.0008135724,0.01211458,0.0002342691,0.00009630829,0.000229684],"genre_scores_gemma":[0.1507309,0.2157843,0.02466621,0.5923686,0.0006629018,0.01265424,0.001219988,0.0002891465,0.001623716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5718324,"threshold_uncertainty_score":0.9996995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403313327","doi":"10.3389/phrs.2024.1607057","title":"Do COVID-19 Infectious Disease Models Incorporate the Social Determinants of Health? A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Public health reviews","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; International Centre for Infectious Diseases; Health Canada; Statistics Canada; University of Ottawa; Public Health Agency of Canada; York University; Public Health Ontario; Western University; University of Toronto; London Health Sciences Centre; Lawson Health Research Institute; St. Michael's Hospital","funders":"Johns Hopkins University; Gordon and Betty Moore Foundation","keywords":"Psychological intervention; MEDLINE; Pandemic; Medicine; Cochrane Library; Infectious disease (medical specialty); Public health; Social determinants of health; Neglect; Systematic review; Meta-analysis; Ethnic group; Coronavirus disease 2019 (COVID-19); Disease; Gerontology; Demography; Pathology; Biology; Psychiatry; Political science","authors":[{"name":"Ava John‐Baptiste","is_ca":true},{"name":"Marc S. Moulin","is_ca":true},{"name":"Zhe Li","is_ca":true},{"name":"Darren Hamilton","is_ca":true},{"name":"G. Crichlow","is_ca":true},{"name":"Daniel Eisenkraft Klein","is_ca":true},{"name":"Feben W. Alemu","is_ca":true},{"name":"Lina Ghattas","is_ca":true},{"name":"Kathryn McDonald","is_ca":false},{"name":"Miqdad Asaria","is_ca":false},{"name":"Cameron Sharpe","is_ca":true},{"name":"Ekta Pandya","is_ca":true},{"name":"Nasheed Moqueet","is_ca":true},{"name":"David Champredon","is_ca":true},{"name":"Seyed M. Moghadas","is_ca":true},{"name":"Lisa Cooper","is_ca":false},{"name":"Andrew D. Pinto","is_ca":true},{"name":"Saverio Stranges","is_ca":true},{"name":"Margaret Haworth-Brockman","is_ca":true},{"name":"Alison P. Galvani","is_ca":false},{"name":"Shehzad Ali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7644517412300843,"gpt":0.5990864481970187,"spread":0.1653652930330656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.06595932,0.001444263,0.02275602,0.000357895,0.001020548,0.0001369239,0.001693855,0.0003446259,0.00004922723],"category_scores_gemma":[0.08878724,0.0006931234,0.003322432,0.002589696,0.0003461145,0.000178563,0.001048684,0.001373785,0.0002589938],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068291,"about_ca_system_score_gemma":0.008561875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002684996,"about_ca_topic_score_gemma":0.0001417276,"domain_scores_codex":[0.9573136,0.02597576,0.01280508,0.001409258,0.0009716508,0.001524682],"domain_scores_gemma":[0.9719696,0.008495186,0.01524756,0.002458586,0.0002692139,0.001559838],"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":[5.364269e-7,0.00008821281,0.000001702902,0.6996189,0.0001413453,0.000005715758,0.0002519889,4.79059e-8,3.102611e-11,0.006895812,0.07809476,0.214901],"study_design_scores_gemma":[0.00004904071,0.00004385517,1.996855e-7,0.4142307,0.001604299,0.00002097901,0.00001073803,0.00001511025,2.872797e-11,0.01962535,0.5641057,0.0002940336],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.892609e-8,0.9284898,0.00154067,0.04141513,0.000367527,0.02753526,0.0003327801,0.0002654939,0.00005329735],"genre_scores_gemma":[0.000001767641,0.941241,0.0001751194,0.04597014,0.0002360179,0.01206127,0.0000591182,0.0001401552,0.0001153553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.486011,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406805318","doi":"10.3389/phrs.2025.1608208","title":"Filling the Gap to Address Vaccine Hesitancy in Europe","year":2025,"lang":"en","type":"article","venue":"Public health reviews","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital Foundation","funders":"Fundação para a Ciência e a Tecnologia; European Commission","keywords":"Vaccination; Medicine; Psychological intervention; Population; Measles; Environmental health; Measles vaccine; Immunology; Psychiatry","authors":[{"name":"Tiago Correia","is_ca":false},{"name":"Anabela Pereira","is_ca":false},{"name":"Henrique Barros","is_ca":false},{"name":"Nadav Davidovitch","is_ca":false},{"name":"Lore Leighton","is_ca":false},{"name":"Alison McCallum","is_ca":false},{"name":"Paula Meireles","is_ca":false},{"name":"Judith E. Mueller","is_ca":false},{"name":"Robert Otok","is_ca":false},{"name":"Anna Odone","is_ca":true},{"name":"Alena Petráková","is_ca":false},{"name":"Roman Prymula","is_ca":false},{"name":"Walter Ricciardi","is_ca":false},{"name":"Silvia Gabriela Scîntee","is_ca":false},{"name":"Carlo Signorelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1434939159883694,"gpt":0.4161034565344254,"spread":0.272609540546056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007255245,0.000130554,0.0004422085,0.000181924,0.0006366661,0.0001461287,0.0006014706,0.00004923623,0.0003196989],"category_scores_gemma":[0.003852181,0.00008990722,0.00006717837,0.003042173,0.000005935653,0.0002290913,0.00008646174,0.0002529795,0.0002641623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252336,"about_ca_system_score_gemma":0.0008548894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333016,"about_ca_topic_score_gemma":0.01235811,"domain_scores_codex":[0.9966508,0.001373506,0.0007324854,0.0003040096,0.0002178332,0.0007213464],"domain_scores_gemma":[0.9987466,0.0002446272,0.0001536441,0.0004255367,0.0001602543,0.0002693315],"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":[0.000004565158,0.00007386317,0.02058219,0.0002692786,0.000005675043,0.000003554718,0.008144955,0.00000152553,0.000001559474,0.05192198,0.4558748,0.463116],"study_design_scores_gemma":[0.0001271625,0.00001741359,0.02364267,0.0002838982,0.000002335395,2.224514e-7,0.0002911916,0.000004153951,3.975638e-7,0.0002793689,0.97527,0.00008115469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003606927,0.1197588,0.000899692,0.7995241,0.0006932886,0.002573534,0.000003564037,0.00007936146,0.0728607],"genre_scores_gemma":[0.2244051,0.3609233,0.001383772,0.3881508,0.001785916,0.001000439,0.00002010027,0.00005766455,0.02227297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5193952,"threshold_uncertainty_score":0.6896116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409826619","doi":"10.3389/phrs.2025.1607130","title":"Engaging Scientists in Science Policy: Experiences From Canada","year":2025,"lang":"en","type":"article","venue":"Public health reviews","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"MEDLINE; Political science; Engineering ethics; Medicine; Medical education; Engineering; Law","authors":[{"name":"Steven Lâm","is_ca":false},{"name":"Sarah Raza","is_ca":true},{"name":"Lisa Hansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6393959139610317,"gpt":0.5653907767917171,"spread":0.07400513716931456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008097981,0.00007064558,0.0002108046,0.0003403618,0.001521686,0.0002344042,0.0008075252,0.00002547162,0.000344626],"category_scores_gemma":[0.003120262,0.00006654822,0.00002287157,0.003439988,0.0004717523,0.0003663408,0.0001261794,0.0001450752,0.00001486128],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130905,"about_ca_system_score_gemma":0.01159502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601985,"about_ca_topic_score_gemma":0.9840744,"domain_scores_codex":[0.9974912,0.0008851109,0.0004195644,0.0002621221,0.0003873642,0.000554657],"domain_scores_gemma":[0.9989795,0.0001471937,0.0001345219,0.0003690155,0.00008808298,0.0002816817],"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":[4.184295e-7,0.00002794649,0.008612069,0.00003851691,5.167312e-7,1.837815e-7,0.1735625,9.432249e-8,0.00001309663,0.01112084,0.008580738,0.7980431],"study_design_scores_gemma":[0.00005001338,0.00000167767,0.01833116,0.0001072194,2.482012e-7,4.647678e-8,0.02918883,0.00002472096,7.851546e-7,0.0001179107,0.9521242,0.00005315349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2274331,0.02904312,0.0001037272,0.6014913,0.001833748,0.001185971,0.00001379552,0.00007236468,0.1388228],"genre_scores_gemma":[0.9089859,0.06162456,0.00032715,0.0282972,0.0001319645,0.0001838218,0.00001540208,0.000003182794,0.0004307798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9435435,"threshold_uncertainty_score":0.9997782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399246911","doi":"10.3389/phrs.2024.1606948","title":"Harnessing the Benefits of Telehealth in Long COVID Service Provision","year":2024,"lang":"en","type":"article","venue":"Public health reviews","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Telehealth; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Telemedicine; Service (business); Medicine; Virology; Marketing; Health care; Economic growth; Pathology; Economics; Outbreak","authors":[{"name":"Naomi C A Whyler","is_ca":false},{"name":"Liz Atkins","is_ca":false},{"name":"Prue Hogg","is_ca":false},{"name":"Julie Metcalfe","is_ca":false},{"name":"Michelle J. L. Scoullar","is_ca":false},{"name":"Emma Tippett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1546308906404681,"gpt":0.4395169006272104,"spread":0.2848860099867423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007243176,0.0001748981,0.0007005376,0.0003461802,0.0001335473,0.00003813243,0.0001439459,0.00006146926,0.0001404057],"category_scores_gemma":[0.0005668772,0.0001043203,0.00007425823,0.001890914,0.00003501067,0.0002285824,0.00004483237,0.0004350186,0.0000444627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359918,"about_ca_system_score_gemma":0.002100835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770753,"about_ca_topic_score_gemma":0.001632694,"domain_scores_codex":[0.996496,0.0004834736,0.001623296,0.0003508293,0.0004169573,0.000629473],"domain_scores_gemma":[0.998391,0.0002449961,0.0003713115,0.0004195901,0.000125616,0.0004474391],"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":[0.00001074664,0.00007262002,0.01345856,0.01736769,0.00000652748,0.000004125697,0.002716047,6.952231e-7,0.00000532635,0.0007366561,0.01102751,0.9545935],"study_design_scores_gemma":[0.0006213063,0.0002937848,0.1040975,0.002737724,0.00001619486,0.00006931977,0.0003266611,0.0004052357,0.000005993222,0.00003369218,0.8913173,0.00007527765],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09145186,0.2288301,0.001544278,0.672169,0.0005134147,0.005003221,0.00001635847,0.0001214236,0.0003503402],"genre_scores_gemma":[0.6875912,0.1052135,0.002090573,0.2028806,0.0009793753,0.0006121151,0.0003970256,0.00008545837,0.0001501473],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9545182,"threshold_uncertainty_score":0.4254057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415459039","doi":"10.3389/phrs.2025.1608490","title":"Exploring Associations Between WaSH-Related Health Outcomes and Terrorist Activities in the Sahel: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Public health reviews","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Direktion für Entwicklung und Zusammenarbeit","keywords":"Terrorism; Scarcity; Public health; Occupational safety and health; Poison control; Politics; Suicide prevention; Human factors and ergonomics","authors":[{"name":"L. Beck","is_ca":false},{"name":"Branwen Nia Owen","is_ca":false},{"name":"Emma Scott","is_ca":true},{"name":"Mirko S. Winkler","is_ca":false},{"name":"Anaïs Galli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5263194033501692,"gpt":0.5256275456823184,"spread":0.0006918576678508481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02468414,0.0007027318,0.006150987,0.0004891293,0.001332741,0.0003389726,0.001195461,0.0003015217,0.00003679581],"category_scores_gemma":[0.004983872,0.0004804324,0.000734538,0.002101177,0.0002693087,0.000840366,0.0001847663,0.001475245,0.00004284081],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552888,"about_ca_system_score_gemma":0.005770603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039318,"about_ca_topic_score_gemma":0.00398892,"domain_scores_codex":[0.9801309,0.01241776,0.003915944,0.0008575075,0.0008343416,0.001843621],"domain_scores_gemma":[0.9924856,0.003777782,0.002163254,0.0008366244,0.00007018226,0.0006665166],"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":[6.924411e-8,0.0000328561,0.0002318574,0.1323014,0.00002693847,7.799663e-7,0.01548223,1.00438e-9,4.793594e-11,0.0003013863,0.00177323,0.8498493],"study_design_scores_gemma":[0.00006127589,0.00002388994,0.0003525577,0.3395296,0.00008564176,0.000001119699,0.002925808,4.119737e-8,1.756931e-10,0.0000247636,0.656747,0.0002482565],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005348056,0.923355,0.00002937105,0.06667657,0.0007244883,0.008252484,0.0001773511,0.0001142812,0.0006650955],"genre_scores_gemma":[0.00006677405,0.9826585,0.00002136052,0.01389293,0.0003480736,0.002602411,0.0001831073,0.00003923778,0.0001875971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.849601,"threshold_uncertainty_score":0.9999674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415903243","doi":"10.3389/phrs.2025.1608740","title":"Biological Mechanisms Linking Social Adversity and Cognition","year":2025,"lang":"en","type":"review","venue":"Public health reviews","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry; Canadian Institutes of Health Research; Schulich School of Medicine and Dentistry, Western University","keywords":"Cognition; Disadvantaged; Social cognition; Social cognitive theory; Mechanism (biology); MEDLINE","authors":[{"name":"Aileen Liang","is_ca":true},{"name":"Emma Watt","is_ca":true},{"name":"Noha Gomaa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4121479307770332,"gpt":0.4474659222305782,"spread":0.03531799145354503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007764695,0.0003754405,0.002169248,0.0002344826,0.0006175355,0.0001252548,0.0003809159,0.000330753,0.00007673883],"category_scores_gemma":[0.002249659,0.0002706875,0.0004465389,0.0007297577,0.00008796419,0.0001014476,0.0003189177,0.0005593404,0.00008296064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385056,"about_ca_system_score_gemma":0.0006745205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006694404,"about_ca_topic_score_gemma":0.000003650883,"domain_scores_codex":[0.9944188,0.002958704,0.0009925485,0.0007983915,0.0002176223,0.0006139558],"domain_scores_gemma":[0.9979946,0.000655533,0.0008121502,0.0002470333,0.00003018928,0.0002604673],"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":[0.000001683519,0.00002681623,1.767247e-7,0.0222908,0.000003704753,0.000004050886,0.00002279001,2.99396e-10,4.969702e-7,0.002938182,0.0006931904,0.9740181],"study_design_scores_gemma":[0.00007974893,0.00006134951,0.0000025289,0.007883707,0.00004907753,0.00002754441,0.000004309487,0.000001031549,3.178866e-7,0.0002744377,0.9914107,0.0002052473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.611761e-7,0.9939929,0.001232411,0.001474745,0.0003226042,0.002078148,0.0001156252,0.0000872835,0.0006957302],"genre_scores_gemma":[0.000002444284,0.9926596,0.0001627523,0.006461975,0.0001536238,0.0003174069,0.00007255314,0.00001471832,0.0001549565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907175,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}