{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":508,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":508,"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"},"query_hash":"c584000a0011","filters":{"venue":"Journal of Psychosomatic Research"}},"results":[{"id":"W1983742160","doi":"10.1016/j.jpsychores.2015.03.009","title":"Mindfulness-based stress reduction for healthy individuals: A meta-analysis","year":2015,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":1601,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de Santé et de Services Sociaux de la Vieille-Capitale; McGill University","funders":"","keywords":"Mindfulness-based stress reduction; Mindfulness; Anxiety; Clinical psychology; CINAHL; Distress; Psychology; Burnout; Meditation; Medicine; Quality of life (healthcare); Depression (economics); Psychiatry; Psychotherapist; Psychological intervention","retraction":null,"screen_n_in":null,"score":{"opus":0.5686326930304821,"gpt":0.59498766423168,"spread":0.0263549712011979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01379057,0.0005380615,0.006113633,0.005425631,0.0003139408,0.0002652658,0.001703405,0.000614142,0.0186313],"category_scores_gemma":[0.0003740566,0.0003513055,0.009677835,0.004005601,0.0001859666,0.0001482543,0.00007590699,0.001796734,0.0002221804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115397,"about_ca_system_score_gemma":0.001257605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003821655,"about_ca_topic_score_gemma":0.00001100194,"domain_scores_codex":[0.9874901,0.004967229,0.003727621,0.0006469342,0.002350534,0.0008175602],"domain_scores_gemma":[0.9901168,0.001883677,0.003522721,0.001386341,0.002481755,0.0006086923],"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":[0.0001529661,0.001708023,0.000001888665,0.008724757,0.1770973,0.00002357925,0.000204935,0.00001277111,5.90807e-9,0.003466391,0.2405333,0.5680741],"study_design_scores_gemma":[0.000785014,0.001021215,0.000002181796,0.001905639,0.1769179,0.0001163893,0.000718836,0.00001600007,0.000001504763,0.00768617,0.8105537,0.0002754967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001011737,0.9523022,0.04182952,0.0009901049,0.001797159,0.001752267,0.0005446218,0.00001344812,0.0007605731],"genre_scores_gemma":[0.00419031,0.6881837,0.01902153,0.0003482056,0.01600655,0.1999477,0.001506611,0.001771753,0.06902368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5700203,"threshold_uncertainty_score":0.9998939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024228450","doi":"10.1016/j.jpsychores.2009.10.001","title":"Social support concepts and measures","year":2009,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1120,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Social support; Observational study; Psychology; Set (abstract data type); Perspective (graphical); Applied psychology; Social psychology; Computer science; Medicine; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.4229662293362625,"gpt":0.630949636749094,"spread":0.2079834074128315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114733,0.0001893785,0.00157097,0.0004936098,0.0009046113,0.0003078443,0.0007059081,0.0003952015,0.000344938],"category_scores_gemma":[0.001404882,0.0001368647,0.0004349636,0.0006392959,0.0005487037,0.0002020641,0.00004050145,0.001323044,0.00005072042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088045,"about_ca_system_score_gemma":0.003145045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804827,"about_ca_topic_score_gemma":0.0001119578,"domain_scores_codex":[0.9927768,0.002631837,0.001235555,0.0001781047,0.002387652,0.0007900233],"domain_scores_gemma":[0.9966836,0.00140336,0.0006719586,0.0001521873,0.0005868347,0.0005020465],"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":[0.00000504788,0.00004125691,0.00003448985,0.005269156,0.00005893634,0.00004118755,0.003891232,3.234174e-9,6.151784e-9,0.005019603,0.0826427,0.9029964],"study_design_scores_gemma":[0.0001733792,0.0001073736,0.0002083156,0.006484586,0.00007384358,0.00004331457,0.001863605,6.241302e-8,8.728575e-9,0.003561652,0.987364,0.0001198725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002156417,0.9727853,0.000005495485,0.005522567,0.0004512087,0.0004839648,0.000003835134,0.000007734156,0.02071832],"genre_scores_gemma":[0.00007458623,0.9955782,0.0001440898,0.0001961137,0.002170738,0.000008963402,8.133266e-7,0.00001992618,0.001806581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9047213,"threshold_uncertainty_score":0.695763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129478806","doi":"10.1016/s0022-3999(02)00578-0","title":"The 20-Item Toronto Alexithymia Scale","year":2003,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1035,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Mount Sinai Hospital; Trent University","funders":"Government of Ontario","keywords":"Alexithymia; Psychology; Toronto Alexithymia Scale; Scale (ratio); Confirmatory factor analysis; Reliability (semiconductor); Psychometrics; Clinical psychology; Sample (material); Developmental psychology; Structural equation modeling; Statistics; Geography; Cartography; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.05438778770821889,"gpt":0.4078286669774889,"spread":0.35344087926927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002763764,0.0001590744,0.0003796788,0.0001209042,0.0003489541,0.0001168689,0.0003551441,0.00008555786,0.0005838554],"category_scores_gemma":[0.0005864177,0.00008512811,0.0002437074,0.000377031,0.0002030715,0.0001913445,0.00001999949,0.0004238879,0.0001436741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294156,"about_ca_system_score_gemma":0.0002593264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002627325,"about_ca_topic_score_gemma":0.00006487238,"domain_scores_codex":[0.9965941,0.0004199374,0.0007656291,0.0001622134,0.001518197,0.0005399067],"domain_scores_gemma":[0.9975269,0.0007228213,0.00026193,0.0006173126,0.0005083728,0.0003626152],"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":[0.002929736,0.00866589,0.3864568,0.001127771,0.003758165,0.0006391682,0.01009284,0.000005584465,0.006869051,0.01545007,0.4780652,0.08593968],"study_design_scores_gemma":[0.01969419,0.00682892,0.2478305,0.008165137,0.0002641492,0.004296952,0.02579219,0.000367725,0.001783843,0.1186689,0.5657232,0.0005842362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694539,0.01019641,0.0001800682,0.00393677,0.0008367026,0.0005866061,0.000001544185,0.00001255064,0.2147955],"genre_scores_gemma":[0.9695914,0.005321793,0.006172708,0.0002891972,0.0004681015,0.00005225854,0.000001465413,0.00007623824,0.01802677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001376,"threshold_uncertainty_score":0.6392807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048140405","doi":"10.1016/j.jpsychores.2009.08.006","title":"Adult attachment measures: A 25-year review","year":2009,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":700,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Attachment theory; Psychology; Attachment measures; Biopsychosocial model; Developmental psychology; Coping (psychology); Psychometrics; Clinical psychology; Scale (ratio); Adlerian; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.240167619699988,"gpt":0.5919194073032998,"spread":0.3517517876033118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008128605,0.0005809445,0.003062765,0.001426029,0.000242448,0.0001236935,0.001781767,0.0007208567,0.001579703],"category_scores_gemma":[0.0007140637,0.0003872012,0.001658842,0.001983697,0.0001943988,0.0001634441,0.00008630537,0.004077592,0.00263061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005312582,"about_ca_system_score_gemma":0.0007160803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005706121,"about_ca_topic_score_gemma":0.000002220508,"domain_scores_codex":[0.9886552,0.003646842,0.003384953,0.0005005368,0.002904808,0.00090767],"domain_scores_gemma":[0.9933731,0.001244269,0.002183344,0.001286022,0.001448729,0.0004645571],"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":[0.00002030149,0.0004802004,0.0001034356,0.02619819,0.0008753083,0.0001520603,0.0002580114,1.478289e-7,3.298989e-8,0.003639899,0.1909739,0.7772985],"study_design_scores_gemma":[0.0005156041,0.0004788944,0.00008108032,0.1652176,0.0009430519,0.0006195676,0.0001376009,0.000001413787,5.517323e-9,0.001155167,0.8305554,0.0002946243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001822242,0.9576985,0.0003641806,0.001354084,0.001472265,0.001845706,0.00001106499,0.00002302166,0.0372293],"genre_scores_gemma":[0.000004856029,0.9905947,0.001061833,0.0001734662,0.001084482,0.0001055338,0.00001873868,0.00009393233,0.006862423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7770039,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054523308","doi":"10.1016/s0022-3999(02)00601-3","title":"The 20-Item Toronto Alexithymia Scale","year":2003,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":669,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Toronto; Centre for Addiction and Mental Health; Mount Sinai Hospital","funders":"","keywords":"Generalizability theory; Alexithymia; Psychology; Scale (ratio); Reliability (semiconductor); Trait; Confirmatory factor analysis; Toronto Alexithymia Scale; Validity; Psychometrics; Cross-cultural studies; Social psychology; Developmental psychology; Statistics; Structural equation modeling; Computer science; Mathematics; Geography; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.05438778770821889,"gpt":0.4078286669774889,"spread":0.35344087926927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002763764,0.0001590744,0.0003796788,0.0001209042,0.0003489541,0.0001168689,0.0003551441,0.00008555786,0.0005838554],"category_scores_gemma":[0.0005864177,0.00008512811,0.0002437074,0.000377031,0.0002030715,0.0001913445,0.00001999949,0.0004238879,0.0001436741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294156,"about_ca_system_score_gemma":0.0002593264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002627325,"about_ca_topic_score_gemma":0.00006487238,"domain_scores_codex":[0.9965941,0.0004199374,0.0007656291,0.0001622134,0.001518197,0.0005399067],"domain_scores_gemma":[0.9975269,0.0007228213,0.00026193,0.0006173126,0.0005083728,0.0003626152],"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":[0.002929736,0.00866589,0.3864568,0.001127771,0.003758165,0.0006391682,0.01009284,0.000005584465,0.006869051,0.01545007,0.4780652,0.08593968],"study_design_scores_gemma":[0.01969419,0.00682892,0.2478305,0.008165137,0.0002641492,0.004296952,0.02579219,0.000367725,0.001783843,0.1186689,0.5657232,0.0005842362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694539,0.01019641,0.0001800682,0.00393677,0.0008367026,0.0005866061,0.000001544185,0.00001255064,0.2147955],"genre_scores_gemma":[0.9695914,0.005321793,0.006172708,0.0002891972,0.0004681015,0.00005225854,0.000001465413,0.00007623824,0.01802677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001376,"threshold_uncertainty_score":0.6392807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999544247","doi":"10.1016/s0022-3999(99)00083-5","title":"Depression is strongly associated with alexithymia in the general population","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":658,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Beck Depression Inventory; Depression (economics); Psychology; Confounding; Population; Clinical psychology; Psychiatry; Logistic regression; Medicine; Internal medicine; Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.05541971652028653,"gpt":0.3988368157538371,"spread":0.3434170992335506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001395028,0.0001264721,0.0003113475,0.0002871534,0.00010735,0.00006106963,0.000250511,0.00008034788,0.0008520242],"category_scores_gemma":[0.00009021832,0.00006334998,0.00009649688,0.0007114976,0.00006262075,0.0001652948,0.000006984161,0.0004865772,0.00003368576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085517,"about_ca_system_score_gemma":0.00007572517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008818292,"about_ca_topic_score_gemma":0.00002691725,"domain_scores_codex":[0.997131,0.0003795442,0.0005353875,0.0001436149,0.001474994,0.0003354098],"domain_scores_gemma":[0.9990044,0.0002034172,0.000184443,0.0003331093,0.0001615646,0.0001130828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001021881,0.002038406,0.9637336,0.00006750332,0.0002755214,0.0002069482,0.003338052,0.00004286786,0.00009463171,0.00005135257,0.007864209,0.02126507],"study_design_scores_gemma":[0.004540586,0.0009927948,0.986828,0.002705856,0.00003515105,0.0002140352,0.0005717328,0.0007447492,0.00001729935,0.00289842,0.0003840578,0.00006737248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839985,0.0003642789,0.00001832431,0.002268769,0.0000488437,0.0004340483,0.000002080547,0.00000537434,0.01285974],"genre_scores_gemma":[0.9977083,0.0001689595,0.0006612892,0.0002029143,0.0001056983,0.00001556244,0.000006545513,0.00001842957,0.001112259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02309439,"threshold_uncertainty_score":0.9329068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031397176","doi":"10.1016/j.jpsychores.2010.07.008","title":"Validation of the Edinburgh Depression Scale during pregnancy","year":2010,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":616,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Somatization; Concurrent validity; Anxiety; Edinburgh Postnatal Depression Scale; Psychology; Predictive validity; Pregnancy; Cutoff; Receiver operating characteristic; Population; Depression (economics); Clinical psychology; Construct validity; Discriminant validity; Psychometrics; Psychiatry; Medicine; Internal medicine; Depressive symptoms","retraction":null,"screen_n_in":null,"score":{"opus":0.04695182636542041,"gpt":0.4050956288438778,"spread":0.3581438024784574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009250007,0.00007733233,0.000227896,0.0002000501,0.0001499687,0.00001744153,0.0002885697,0.00008600878,0.0003569949],"category_scores_gemma":[0.0002507197,0.00004419343,0.0001231455,0.0002986902,0.0001106977,0.0001352562,0.00006454472,0.0009161822,0.000007208925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003336276,"about_ca_system_score_gemma":0.0001182581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001065538,"about_ca_topic_score_gemma":0.000001809352,"domain_scores_codex":[0.997708,0.0001478927,0.0006368501,0.0000998178,0.001158459,0.0002490134],"domain_scores_gemma":[0.9985325,0.0001444461,0.0003709008,0.000390181,0.0003911438,0.0001707762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006987574,0.0005440326,0.6522196,0.004978139,0.00004365242,0.00004140142,0.001260248,0.00000341845,0.3364294,0.00003578951,0.0004541047,0.003291504],"study_design_scores_gemma":[0.001256097,0.0002387721,0.5146667,0.02359165,0.00002132935,0.0007662807,0.00008117791,0.00002356019,0.4581247,0.001077686,0.0001088724,0.00004318289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941276,0.0004996737,0.00001127263,0.001377122,0.001171894,0.0003885219,0.000001255072,0.000004524266,0.002418128],"genre_scores_gemma":[0.997687,0.0001831287,0.000606503,0.00001299608,0.0002994418,0.000008494245,2.39791e-7,0.00001158497,0.001190602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375529,"threshold_uncertainty_score":0.3980407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987704543","doi":"10.1016/j.jpsychores.2004.04.366","title":"Validation of the Mindful Attention Awareness Scale in a cancer population","year":2005,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":586,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Cancer Foundation","funders":"Canadian Institutes of Health Research","keywords":"Mindfulness; Mood; Clinical psychology; Psychology; Construct validity; Population; Perceived Stress Scale; Cancer; Stress reduction; Psychopathology; Profile of mood states; Psychometrics; Psychiatry; Medicine; Stress (linguistics); Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1222079984213014,"gpt":0.4859944178268957,"spread":0.3637864194055943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001775176,0.00006905205,0.0002007373,0.0004706963,0.00009368933,0.00002766261,0.0003795168,0.00007753719,0.004729708],"category_scores_gemma":[0.00006603657,0.00004586956,0.0001825632,0.0007656552,0.00005596512,0.0001654532,0.00003362778,0.0003603159,0.00003027312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233422,"about_ca_system_score_gemma":0.00006138303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004851223,"about_ca_topic_score_gemma":0.0002875386,"domain_scores_codex":[0.9973691,0.0007055464,0.0008700356,0.0001150439,0.0007426902,0.0001975479],"domain_scores_gemma":[0.9986618,0.0001160237,0.0004955084,0.0002902012,0.0003851406,0.00005128639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002271427,0.001619626,0.8824564,0.0001289769,0.00008648546,0.000002515187,0.001880707,0.0004851282,0.001731315,0.004806922,0.01703846,0.08953632],"study_design_scores_gemma":[0.0009505157,0.0000989671,0.9858096,0.0009481658,0.00001467829,0.00002269767,0.001006461,0.0003418566,0.002511552,0.007553792,0.0006864257,0.00005523568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928795,0.0001692802,0.001975447,0.002824172,0.0008625223,0.0001943473,0.000004048097,0.000002104409,0.001088539],"genre_scores_gemma":[0.9982961,0.000003664249,0.00009871143,0.00001106379,0.0002152966,0.0001717442,8.412951e-7,0.000009134425,0.001193433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033532,"threshold_uncertainty_score":0.9961801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102743086","doi":"10.1016/j.jpsychores.2010.01.006","title":"Introduction to health measurement scales","year":2010,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":499,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; University Health Network; University of Toronto","funders":"","keywords":"Scale (ratio); Psychometrics; Psychology; Applied psychology; Psychometric testing; Clinical psychology; Internal consistency; Geography; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.8911488147396245,"gpt":0.6819205607602203,"spread":0.2092282539794041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1908447,0.0003356182,0.003087913,0.006783549,0.000360333,0.0007336563,0.003626809,0.0003076447,0.0004872826],"category_scores_gemma":[0.3667979,0.000188743,0.0008403392,0.01017654,0.0001504409,0.0002294915,0.0002748655,0.003194554,0.0006148827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678665,"about_ca_system_score_gemma":0.001505901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044433,"about_ca_topic_score_gemma":0.00001235603,"domain_scores_codex":[0.970606,0.008701554,0.005278083,0.0007970082,0.0137051,0.0009122016],"domain_scores_gemma":[0.9483413,0.03946687,0.004123198,0.002067543,0.005009593,0.0009915147],"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":[0.000008793988,0.00007718319,0.0000148113,0.0009426065,0.00004268085,0.000005338562,0.00007470898,8.143766e-7,0.000002100672,0.00006018038,0.2357062,0.7630646],"study_design_scores_gemma":[0.0001286453,0.0005790759,0.000203953,0.006274565,0.00002308062,0.0003682495,0.0002109837,0.000002880548,4.451162e-7,0.008333193,0.9837253,0.0001496323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002715651,0.9759157,0.006309311,0.009985338,0.005937485,0.0008742753,0.000004191028,0.00001154027,0.0009350312],"genre_scores_gemma":[0.000006517597,0.952333,0.04099889,0.00005805639,0.006140169,0.00002415457,4.348321e-7,0.00003641094,0.0004023836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.762915,"threshold_uncertainty_score":0.9991051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W159515463","doi":"10.1016/s0022-3999(02)00348-3","title":"The assessment of alexithymia","year":2002,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":444,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universiteit van Amsterdam","keywords":"Alexithymia; Psychology; Toronto Alexithymia Scale; Construct validity; Feeling; Criterion validity; Reliability (semiconductor); Validity; Test validity; Psychometrics; Scale (ratio); Concurrent validity; Construct (python library); Clinical psychology; Developmental psychology; Social psychology; Internal consistency","retraction":null,"screen_n_in":null,"score":{"opus":0.2243019152902104,"gpt":0.5311198077197922,"spread":0.3068178924295817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00328395,0.000343095,0.00240744,0.0007221319,0.0001899455,0.00008211435,0.000862175,0.0002428698,0.0003548362],"category_scores_gemma":[0.000366101,0.0001625018,0.001220982,0.001070128,0.0003364619,0.00007488429,0.00006966553,0.001406321,0.00008057411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579376,"about_ca_system_score_gemma":0.0008306227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003744221,"about_ca_topic_score_gemma":8.14971e-7,"domain_scores_codex":[0.9936252,0.0008096295,0.002336911,0.0002205333,0.002486935,0.0005207799],"domain_scores_gemma":[0.9944822,0.001768619,0.001745288,0.001037172,0.0006734841,0.0002932386],"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":[0.00002630987,0.001261137,0.000270394,0.0232718,0.002394522,0.0001147577,0.0001332829,7.758082e-8,6.322441e-7,0.0005746622,0.02702989,0.9449225],"study_design_scores_gemma":[0.001188599,0.001165171,0.0004697557,0.1168207,0.0006073027,0.0007815724,0.0001682291,0.00002455942,2.314934e-7,0.001805182,0.8768555,0.0001131735],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001012661,0.9660676,0.00004724388,0.0005123711,0.000566024,0.001190645,0.000007132046,0.000005088038,0.03150268],"genre_scores_gemma":[0.00004829073,0.9951833,0.001806195,0.00001053754,0.0002923838,0.00005358383,0.000003038651,0.00006240358,0.00254029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9448094,"threshold_uncertainty_score":0.662663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071492400","doi":"10.1016/j.jpsychores.2012.11.013","title":"Association of diabetes with anxiety: A systematic review and meta-analysis","year":2012,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":439,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Anxiety; Meta-analysis; Diabetes mellitus; Clinical psychology; Medicine; Anxiety disorder; Systematic review; Psychiatry; MEDLINE; Psychology; Internal medicine; Endocrinology","retraction":null,"screen_n_in":null,"score":{"opus":0.2152229160853223,"gpt":0.4692049813033289,"spread":0.2539820652180066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01231773,0.0002645085,0.008370236,0.001473049,0.00004263435,0.00005978683,0.0002714139,0.0001442016,0.0003967988],"category_scores_gemma":[0.0009190039,0.0001350127,0.001785527,0.002583178,0.00005221479,0.0001875336,0.00003975001,0.0006154523,0.00002376233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085803,"about_ca_system_score_gemma":0.000192461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001765066,"about_ca_topic_score_gemma":0.000001193917,"domain_scores_codex":[0.9943407,0.001307382,0.001948226,0.000180169,0.001856797,0.0003667316],"domain_scores_gemma":[0.9936414,0.0009779001,0.003407607,0.0005769481,0.001182573,0.0002135945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000153759,0.0001549683,0.0004214469,0.7573763,0.2372964,6.711632e-7,0.00005230958,1.864105e-8,6.599851e-8,0.000007988382,0.002217988,0.002470393],"study_design_scores_gemma":[0.000126369,0.000200367,0.00008715981,0.1201169,0.8572289,0.00001001647,0.0000394931,0.000001234454,1.246077e-7,0.00002517298,0.0220708,0.00009352976],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003192113,0.995927,0.00000786243,0.001116627,0.00004269933,0.002332848,0.000005417384,0.000003676632,0.0005318866],"genre_scores_gemma":[0.00008893803,0.9958976,0.0004854919,0.00006801454,0.0000878716,0.0001686204,0.00001154784,0.00003063875,0.003161257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6372594,"threshold_uncertainty_score":0.5721725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142512343","doi":"10.1016/j.jpsychores.2009.07.002","title":"Measures of self-perceived well-being","year":2009,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":382,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Scale (ratio); Psychology; Psychological intervention; Well-being; Affect (linguistics); Reliability (semiconductor); Quality of life (healthcare); Applied psychology; Life satisfaction; Quality (philosophy); Psychometrics; Health care; Social psychology; Clinical psychology; Psychiatry; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.2212735164509286,"gpt":0.4982941948817821,"spread":0.2770206784308534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008084405,0.0005563343,0.003135011,0.001960053,0.0001781457,0.0001003766,0.001580726,0.0009584463,0.00187964],"category_scores_gemma":[0.0006510259,0.000384338,0.001413315,0.001730973,0.0002394344,0.0001532912,0.00005810842,0.003464688,0.0009812017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713695,"about_ca_system_score_gemma":0.0003009218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000332804,"about_ca_topic_score_gemma":0.000001584545,"domain_scores_codex":[0.9883022,0.004742388,0.003243156,0.0005797932,0.002218145,0.0009143665],"domain_scores_gemma":[0.9930137,0.002280993,0.002257934,0.001138927,0.0008872246,0.0004212117],"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":[0.0001014299,0.0009189969,0.00009499495,0.004490896,0.001200551,0.0001883603,0.001631686,9.75553e-7,0.00001249268,0.001297019,0.02905215,0.9610105],"study_design_scores_gemma":[0.0009622482,0.001619883,0.00294927,0.02246528,0.000611847,0.001113049,0.000387862,0.000002378144,0.000001304576,0.009370786,0.9601015,0.0004146223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000642632,0.865536,0.0001264753,0.0001216316,0.001998642,0.0007404978,0.000003701122,0.00004161777,0.1307888],"genre_scores_gemma":[0.002850691,0.9934679,0.001090187,0.00004461255,0.001284255,0.00003149032,0.000003562403,0.00008336617,0.001143879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9605958,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047878655","doi":"10.1016/j.jpsychores.2006.04.013","title":"Age is strongly associated with alexithymia in the general population","year":2006,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Beck Depression Inventory; Depression (economics); Psychology; Population; Clinical psychology; Demography; Psychiatry; Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.05768423260694022,"gpt":0.3909849178840726,"spread":0.3333006852771324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528206,0.0001315548,0.0003391917,0.0003908697,0.00009286903,0.00007939307,0.0002396282,0.00007529135,0.0001151118],"category_scores_gemma":[0.00009633602,0.00006869547,0.0001080927,0.0008056943,0.00008247722,0.0001332678,0.000009652347,0.0004588891,0.00001503027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486639,"about_ca_system_score_gemma":0.00007980303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003012825,"about_ca_topic_score_gemma":0.000144261,"domain_scores_codex":[0.9970643,0.0003294158,0.0006032261,0.0001345651,0.001507747,0.0003607467],"domain_scores_gemma":[0.9989292,0.0002179571,0.0002685352,0.0003059834,0.0002010838,0.00007722298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004666656,0.00267781,0.972811,0.00009325051,0.0002767339,0.0006727448,0.001808263,0.00003699735,0.0002326483,0.0008507551,0.01875711,0.001316044],"study_design_scores_gemma":[0.004195212,0.0009782457,0.9795756,0.001578891,0.00003575174,0.0001613004,0.0006214065,0.0003137662,0.00001439274,0.01217476,0.0002822088,0.00006849602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828842,0.0002739715,0.00005699292,0.003029168,0.00007385683,0.0004457881,0.000002661897,0.000005636457,0.01322771],"genre_scores_gemma":[0.997613,0.00003497373,0.0009748428,0.0001432897,0.0001754007,0.00001474952,0.00001258022,0.00001964493,0.001011578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184749,"threshold_uncertainty_score":0.280132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2624833759","doi":"10.1016/j.jpsychores.2017.06.007","title":"Alexithymia in eating disorders: Systematic review and meta-analyses of studies using the Toronto Alexithymia Scale","year":2017,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":355,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Psychiatry Research Trust; King's College London; National Institute for Health and Care Research; Economic and Social Research Council; South London and Maudsley NHS Foundation Trust","keywords":"Alexithymia; Toronto Alexithymia Scale; Eating disorders; Meta-analysis; Psychology; Clinical psychology; Systematic review; MEDLINE; Psychiatry; Medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.6172670818961723,"gpt":0.6203807556642795,"spread":0.003113673768107228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01213987,0.0005887579,0.009032833,0.0005381176,0.0003540952,0.0001487262,0.00172972,0.0002774053,0.000315751],"category_scores_gemma":[0.001969739,0.000284752,0.001687916,0.000630077,0.00066299,0.0002861922,0.0002408721,0.001299185,0.00001006017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399989,"about_ca_system_score_gemma":0.0002422178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008392144,"about_ca_topic_score_gemma":0.0007346754,"domain_scores_codex":[0.9878181,0.005283365,0.004396634,0.0004625057,0.001434686,0.0006047079],"domain_scores_gemma":[0.9895095,0.002657338,0.005486313,0.001649295,0.0005644177,0.0001331977],"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":[0.000009093752,0.0003551044,0.0004827616,0.9711009,0.01344668,0.00002534563,0.002356204,4.418067e-7,9.507104e-7,0.00004157592,0.0008754761,0.01130547],"study_design_scores_gemma":[0.0004244225,0.000468622,0.0002186898,0.8989137,0.08782968,0.0003389711,0.008680241,0.000004761879,1.022616e-7,0.0005533668,0.002168468,0.0003990178],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004262805,0.995387,0.00001089449,0.0001505618,0.0002459795,0.00293237,0.00000954504,0.000004650412,0.0008327495],"genre_scores_gemma":[0.0001191015,0.9979796,0.000820989,0.00002492478,0.00008734066,0.0002834715,0.000001058234,0.00006955225,0.0006140005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07438301,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012446274","doi":"10.1016/j.jpsychores.2004.02.001","title":"Sleep and quantitative EEG in neurodegenerative disorders","year":2004,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Progressive supranuclear palsy; Dementia with Lewy bodies; Electroencephalography; Dementia; Disease; REM sleep behavior disorder; Neuroscience; Atrophy; Parkinson's disease; Psychology; Sleep (system call); Posterior cortical atrophy; Medicine; Audiology; Pathology; Polysomnography","retraction":null,"screen_n_in":null,"score":{"opus":0.1424515688453275,"gpt":0.4794535402149933,"spread":0.3370019713696658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228637,0.000319433,0.001758019,0.00138783,0.00008216771,0.00006109707,0.0002119573,0.0001829844,0.00006571724],"category_scores_gemma":[0.0004085829,0.0002096179,0.0003854871,0.0009187486,0.0001475291,0.0001279436,0.00005398614,0.001168818,0.00004583991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508721,"about_ca_system_score_gemma":0.0007328297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002162283,"about_ca_topic_score_gemma":0.00001814667,"domain_scores_codex":[0.9964827,0.0007330903,0.0009874332,0.0003391974,0.001048442,0.0004091472],"domain_scores_gemma":[0.9981076,0.0004994883,0.0004827657,0.0002923107,0.0002483613,0.0003694777],"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":[0.0002230841,0.001489403,0.0003333806,0.0229189,0.0009652802,0.001398134,0.000707065,0.000002107086,0.000004535001,0.001321063,0.0002209959,0.9704161],"study_design_scores_gemma":[0.01125967,0.008172628,0.008215285,0.1758926,0.002201304,0.00188682,0.001043691,0.0001440371,0.000004638414,0.02417499,0.7662565,0.0007477947],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003157783,0.9945273,0.00008144048,0.0002983198,0.0002013202,0.0010609,0.00001324788,0.000004406085,0.0006552865],"genre_scores_gemma":[0.001860233,0.9952109,0.002628053,0.00001497477,0.0000690556,0.0000547384,0.000006295722,0.0000524255,0.0001033079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9696683,"threshold_uncertainty_score":0.8547968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990040786","doi":"10.1016/s0022-3999(03)00514-2","title":"Cancer distress screening","year":2003,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":344,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"Memorial Sloan-Kettering Cancer Center","keywords":"Psychosocial; Distress; Medicine; Cancer screening; Quality of life (healthcare); Cancer; Intensive care medicine; Psychiatry; Clinical psychology; Nursing; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3103546330886448,"gpt":0.5551014226760262,"spread":0.2447467895873814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002362265,0.0003014104,0.00221085,0.0008965651,0.0001055744,0.00009770555,0.0004852329,0.0003040641,0.001092543],"category_scores_gemma":[0.0002299731,0.0001975978,0.00103361,0.001333511,0.0001351815,0.00008864453,0.00004864278,0.002346106,0.00005238028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867208,"about_ca_system_score_gemma":0.001166709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009185967,"about_ca_topic_score_gemma":0.00004382486,"domain_scores_codex":[0.9950076,0.0007578821,0.001315289,0.0002575357,0.002129389,0.0005323439],"domain_scores_gemma":[0.9968387,0.0005098152,0.0007284263,0.0005724623,0.000888424,0.0004621412],"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":[0.00004034626,0.0001013779,0.00007316518,0.03048543,0.0005395094,0.0002519916,0.0001941331,1.470161e-7,4.417586e-7,0.00002812968,0.02136647,0.9469188],"study_design_scores_gemma":[0.0004490899,0.0002232945,0.0000267824,0.09889342,0.0006218562,0.0008516434,0.0002304093,0.000001339472,4.983734e-7,0.00007076631,0.8984859,0.0001450271],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000334905,0.9926215,0.0001488669,0.0002870468,0.001319126,0.0005611083,0.00002460154,0.000006962026,0.00499731],"genre_scores_gemma":[0.00002443939,0.9950151,0.0003345516,0.00004371856,0.001297961,0.00006149457,0.000006866543,0.0000783307,0.003137471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9467738,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040887324","doi":"10.1016/j.jpsychores.2007.03.004","title":"Psychological and health-related quality of life factors associated with insomnia in a population-based sample","year":2007,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":313,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôtel-Dieu de Québec; Université Laval","funders":"","keywords":"Insomnia; Anxiety; Clinical psychology; Extraversion and introversion; Psychology; Neuroticism; Population; Mental health; Psychiatry; Personality; Big Five personality traits; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2412836373977035,"gpt":0.4934850402844222,"spread":0.2522014028867187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01024156,0.0001646576,0.0006942008,0.001067289,0.0001042282,0.00002239202,0.0002791265,0.0003363702,0.0004290613],"category_scores_gemma":[0.002047739,0.0001120473,0.0001084418,0.001653297,0.0002308403,0.00008773843,0.00001579519,0.001147359,0.00000449625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453697,"about_ca_system_score_gemma":0.0001304651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750535,"about_ca_topic_score_gemma":0.000682867,"domain_scores_codex":[0.9947522,0.001398877,0.001987345,0.0002517218,0.001032282,0.0005775951],"domain_scores_gemma":[0.9946017,0.00333416,0.001094537,0.0002892075,0.0003344898,0.000345932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008779874,0.001892544,0.9905643,0.00004309618,0.0003100947,0.00001443747,0.0028205,0.00003826845,0.00003917537,0.0006342372,0.0004884322,0.002276917],"study_design_scores_gemma":[0.006445762,0.001246022,0.9857574,0.0003158772,0.00001215796,0.000005169835,0.002886697,0.00003586826,0.000002531389,0.003169372,0.00001074214,0.0001124788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955535,0.0009980135,0.0003967764,0.001423097,0.0002513101,0.0003785008,0.000006930121,0.00001300972,0.0009788595],"genre_scores_gemma":[0.9994242,0.00003137843,0.0003485618,0.00011407,0.00002189447,0.000003538254,0.000009230209,0.00002139507,0.00002575803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008193821,"threshold_uncertainty_score":0.4984767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3002129643","doi":"10.1016/j.jpsychores.2020.109940","title":"Twenty-five years with the 20-item Toronto Alexithymia Scale","year":2020,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":309,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Toronto","funders":"","keywords":"Alexithymia; Construct (python library); Psychology; Construct validity; Discriminant validity; Toronto Alexithymia Scale; Scale (ratio); Convergent validity; Reliability (semiconductor); Confirmatory factor analysis; Validity; Psychometrics; Developmental psychology; Clinical psychology; Internal consistency; Structural equation modeling; Cartography; Statistics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.08175154666337082,"gpt":0.4317816853438811,"spread":0.3500301386805102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480754,0.0004939235,0.002505942,0.0002973821,0.0001650296,0.00016587,0.001018254,0.0002575582,0.0005803425],"category_scores_gemma":[0.0001567314,0.000236682,0.0008822146,0.0009287351,0.000303213,0.0001910984,0.00009913721,0.001511486,0.0003503802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300625,"about_ca_system_score_gemma":0.001024349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000501564,"about_ca_topic_score_gemma":0.00005022768,"domain_scores_codex":[0.9944089,0.0007389062,0.001293064,0.0004039035,0.002510595,0.0006446278],"domain_scores_gemma":[0.9961238,0.000872658,0.001037683,0.0009557647,0.0004275508,0.0005825592],"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":[0.0004151383,0.001075341,0.0002497868,0.01557551,0.004098711,0.001044697,0.002858275,2.211529e-7,0.000001233087,0.00005901627,0.1036337,0.8709883],"study_design_scores_gemma":[0.001846993,0.001860846,0.000421719,0.07527199,0.0009910747,0.001544776,0.001777852,0.000009717089,2.220534e-7,0.0002572118,0.9158103,0.0002072718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006987113,0.980119,0.00003273329,0.002103144,0.0003588904,0.001901079,0.00001860014,0.00001676745,0.01475105],"genre_scores_gemma":[0.0000525069,0.9944616,0.001174641,0.0001205005,0.0007377004,0.00009887944,0.0000114867,0.0001233344,0.003219342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8707811,"threshold_uncertainty_score":0.965161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087459955","doi":"10.1016/s0022-3999(02)00467-1","title":"Alexithymia and somatisation","year":2003,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Confounding; Feeling; Clinical psychology; Psychology; Association (psychology); Toronto Alexithymia Scale; Somatization; Psychiatry; Medicine; Psychotherapist; Anxiety; Internal medicine; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.2304243735836345,"gpt":0.5093274196865926,"spread":0.278903046102958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965945,0.0003585808,0.00216345,0.001144001,0.0001180351,0.0001061024,0.0002518591,0.0003191977,0.0002808146],"category_scores_gemma":[0.0003054679,0.0002266409,0.0005258031,0.000794582,0.0001808333,0.0001441196,0.00003448917,0.0009774574,0.0001451215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924568,"about_ca_system_score_gemma":0.0006079735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003191042,"about_ca_topic_score_gemma":4.890122e-7,"domain_scores_codex":[0.9957555,0.000641573,0.001525501,0.0002738497,0.001375469,0.0004280935],"domain_scores_gemma":[0.9972757,0.0005509382,0.0009010502,0.0005361467,0.0003404813,0.0003957625],"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":[0.00003284899,0.0006180854,0.0003098181,0.0394075,0.001152529,0.0001656284,0.0002870901,1.26911e-8,7.272364e-7,0.0003740003,0.009256849,0.9483949],"study_design_scores_gemma":[0.001606076,0.0008348819,0.0003378694,0.1540144,0.0006468407,0.003871522,0.0001920244,0.000004919291,2.829757e-7,0.005715372,0.8325979,0.0001779564],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006511461,0.9869305,0.00007023786,0.0001758965,0.0003999601,0.00109399,0.000004878621,0.000008471009,0.01066493],"genre_scores_gemma":[0.0000116097,0.9941769,0.004181701,0.00003251163,0.0002092564,0.00004053583,0.000006442251,0.00007041471,0.001270653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.948217,"threshold_uncertainty_score":0.9242147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048449366","doi":"10.1016/j.jpsychores.2009.05.006","title":"Using the Illness Intrusiveness Ratings Scale to understand health-related quality of life in chronic disease","year":2009,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":301,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Clinical psychology; Psychosocial; Psychometrics; Quality of life (healthcare); Intrusiveness; Construct validity; Psychological intervention; Discriminant validity; Test validity; Rating scale; Psychiatry; Developmental psychology; Internal consistency; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.391753174131226,"gpt":0.5608230425970634,"spread":0.1690698684658374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009760129,0.0002122198,0.001935574,0.001146387,0.0001306949,0.00006831437,0.0004792656,0.0001097046,0.00009477781],"category_scores_gemma":[0.001281906,0.0001323672,0.0003518771,0.002149576,0.0001401852,0.0001228285,0.00006664539,0.0009628106,0.000009301957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635066,"about_ca_system_score_gemma":0.00449748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160129,"about_ca_topic_score_gemma":0.00002552916,"domain_scores_codex":[0.9935705,0.001785733,0.002543672,0.0002223805,0.001420128,0.0004575923],"domain_scores_gemma":[0.9963431,0.0006754898,0.001560877,0.0005419154,0.0004073878,0.0004711971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003077547,0.0007396548,0.0008617401,0.09975047,0.0003831566,0.00001662102,0.003220126,0.00006833015,0.000007692986,0.0003299408,0.004221319,0.8900932],"study_design_scores_gemma":[0.00790294,0.00348495,0.03686467,0.710244,0.001675079,0.0000744254,0.01712744,0.0007829511,0.000002859734,0.01077024,0.2098847,0.001185711],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04437209,0.9481546,0.0001608965,0.004677155,0.0003686419,0.002041802,0.000003164949,0.000004033297,0.0002176771],"genre_scores_gemma":[0.01220416,0.9866319,0.0003256668,0.0001344231,0.0004372614,0.00001696321,0.000008533842,0.00003934644,0.0002016913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8889075,"threshold_uncertainty_score":0.7978337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054049746","doi":"10.1016/j.jpsychores.2007.07.015","title":"Impact on health care workers employed in high-risk areas during the Toronto SARS outbreak","year":2008,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":297,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; 2019-20 coronavirus outbreak; Emergency medicine; Medical emergency; Virology; Disease; Internal medicine; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.1061298111272426,"gpt":0.5070766438792454,"spread":0.4009468327520029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00278163,0.0002181992,0.0005198715,0.0004254685,0.0005157081,0.00004028639,0.0006699038,0.0001181895,0.0005425688],"category_scores_gemma":[0.000161323,0.0001323079,0.0002405814,0.0006073158,0.0001575397,0.0001602045,0.00005420533,0.001348978,0.0001228146],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004122771,"about_ca_system_score_gemma":0.001130988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04890362,"about_ca_topic_score_gemma":0.007196554,"domain_scores_codex":[0.9945278,0.00181612,0.001022518,0.0002973962,0.001351892,0.0009842751],"domain_scores_gemma":[0.9972129,0.0009142821,0.0004994341,0.0007169676,0.0001997296,0.0004566538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002963735,0.0007798583,0.8967391,0.0001915098,0.0001597559,0.0002915584,0.04791306,0.00005373807,0.00002423341,0.00006253302,0.03116006,0.01966088],"study_design_scores_gemma":[0.003008174,0.002264102,0.9779777,0.0004613799,0.000005325875,0.0002393164,0.01474708,0.000003968321,0.000007444808,0.0002259986,0.0009507601,0.0001087714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894349,0.003653661,0.00001070533,0.003512409,0.0008445382,0.0007011121,0.00001612767,0.00001352075,0.001813032],"genre_scores_gemma":[0.9969788,0.001690998,0.00009478449,0.0003062191,0.0004130943,0.00002905366,0.000001666734,0.00003959572,0.0004458429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08123861,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W77574281","doi":"10.1016/s0022-3999(99)00102-6","title":"Depression in patients with cardiac disease","year":2000,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":286,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; Université de Montréal; McGill University","funders":"","keywords":"Depression (economics); Coronary artery disease; Medicine; Disease; Quality of life (healthcare); Intensive care medicine; Antidepressant; Medical therapy; Psychiatry; Internal medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.09779904084217393,"gpt":0.5057139315145323,"spread":0.4079148906723583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002324665,0.0002626866,0.002271913,0.001277828,0.00007751534,0.00002663298,0.0002145687,0.0001918573,0.0001128357],"category_scores_gemma":[0.0001714325,0.0001525458,0.0005469152,0.001029087,0.00007293495,0.00009919957,0.00003000558,0.001921631,0.00008883118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007494072,"about_ca_system_score_gemma":0.003119457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001698635,"about_ca_topic_score_gemma":8.512084e-7,"domain_scores_codex":[0.9943764,0.0009991861,0.00142101,0.0002703653,0.002269258,0.0006637682],"domain_scores_gemma":[0.9969016,0.0003949093,0.0004569696,0.000543841,0.0002407147,0.001461911],"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":[0.001194237,0.0006411083,0.03624191,0.04042632,0.00006398885,0.0001575489,0.00005215958,8.532552e-8,5.500477e-9,8.923458e-7,0.003892189,0.9173295],"study_design_scores_gemma":[0.002182246,0.0008573834,0.06794039,0.1235654,0.000288456,0.00004906924,0.00002001453,4.157947e-7,1.767222e-8,0.00001695888,0.8049591,0.0001205047],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008688929,0.986658,8.012022e-7,0.000107939,0.0003568875,0.002400605,0.00002200788,0.00000470427,0.001760172],"genre_scores_gemma":[0.0006468716,0.9982518,0.0001717492,0.00003745201,0.0004892129,0.000058502,0.00003240849,0.00005932866,0.0002526855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.917209,"threshold_uncertainty_score":0.8348636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780876400","doi":"10.1016/j.jpsychores.2017.12.012","title":"Cognitive Behavioural Therapy for Insomnia (CBT-I) to treat depression: A systematic review","year":2017,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":276,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; University of Toronto","funders":"","keywords":"Depression (economics); Insomnia; Cognitive behavioral therapy; Telehealth; Psychiatry; Major depressive disorder; Cognitive therapy; Cognitive behavioral therapy for insomnia; Medicine; Randomized controlled trial; Psychology; Clinical psychology; Cognition; Telemedicine; Health care; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.4440142719922014,"gpt":0.5920728358119492,"spread":0.1480585638197479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006354565,0.00067395,0.005334381,0.001414858,0.0004699234,0.0002479354,0.002274041,0.0007674951,0.000652049],"category_scores_gemma":[0.00262022,0.0003911727,0.002076458,0.0007846817,0.0001960029,0.0001716846,0.0001007613,0.001957847,0.0008951308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016343,"about_ca_system_score_gemma":0.0005044391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339625,"about_ca_topic_score_gemma":0.00000245922,"domain_scores_codex":[0.990685,0.003031992,0.003172031,0.0006161168,0.001556065,0.0009387534],"domain_scores_gemma":[0.9902267,0.003272509,0.002957342,0.001515692,0.001439268,0.0005884721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001739875,0.0006940154,0.00001029358,0.4754659,0.002318312,0.0001503702,0.0006034105,1.270313e-8,1.195825e-7,0.00002264696,0.04367002,0.4768909],"study_design_scores_gemma":[0.002578619,0.001125817,0.00001254921,0.8246368,0.005153833,0.0009544503,0.0003940579,2.827434e-7,1.989743e-7,0.0001439416,0.164618,0.0003815181],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003747577,0.9814719,0.00009541376,0.0003464928,0.001483752,0.01273825,0.00005198983,0.00001819097,0.003756538],"genre_scores_gemma":[0.00002935849,0.9929226,0.0001415329,0.0001806013,0.0004170455,0.002708352,0.00001804766,0.0001597167,0.003422759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4765094,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014229694","doi":"10.1016/j.jpsychores.2008.09.008","title":"Associations of obesity with psychiatric disorders and suicidal behaviors in a nationally representative sample","year":2008,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":274,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychiatry; Agoraphobia; Suicidal ideation; Anxiety; Panic disorder; Psychology; Mania; National Comorbidity Survey; Bipolar disorder; Obesity; Population; Clinical psychology; Medicine; Mood; Poison control; Suicide prevention","retraction":null,"screen_n_in":null,"score":{"opus":0.07309189337489368,"gpt":0.408076470529092,"spread":0.3349845771541983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705889,0.00008182091,0.0003978717,0.000894554,0.0001078223,0.000009078718,0.0001021501,0.00006574121,0.00006554498],"category_scores_gemma":[0.001255956,0.00005914343,0.00009266214,0.001306829,0.0001731858,0.0001610298,0.00001950287,0.0004828091,0.000001370519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008378478,"about_ca_system_score_gemma":0.0004449198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941982,"about_ca_topic_score_gemma":0.0001976064,"domain_scores_codex":[0.9976134,0.0002802468,0.0006421761,0.0001234828,0.001132341,0.000208365],"domain_scores_gemma":[0.9969909,0.001868596,0.0003446064,0.0001462868,0.0005246925,0.000124948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659004,0.0007102539,0.9953931,0.00004437992,0.00007947159,0.00003699773,0.00188917,0.000007538168,0.00008475269,0.0001776255,0.0009789438,0.0003318496],"study_design_scores_gemma":[0.002067198,0.0005174666,0.9940464,0.00006842035,0.00003788541,0.0001407141,0.0007719931,0.000028855,0.00003741497,0.002209455,0.00002216766,0.00005200296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961156,0.0002728765,0.0001833145,0.002543582,0.00007553785,0.0002697165,0.000008768529,0.000003133356,0.0005274962],"genre_scores_gemma":[0.9933122,0.0004152039,0.00607367,0.00002693684,0.00006379286,0.00000531866,0.000002827614,0.000009459888,0.00009054042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005890355,"threshold_uncertainty_score":0.2411799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2188189394","doi":"10.1016/j.jpsychores.2015.10.006","title":"Illness perceptions and coping in physical health conditions: A meta-analysis","year":2015,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":270,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Coping (psychology); Anxiety; Psychology; Distress; Clinical psychology; Psychological intervention; CLARITY; Perception; Emotional distress; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.4398998827080935,"gpt":0.5917397651396432,"spread":0.1518398824315497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004786443,0.0002400239,0.005223929,0.002428597,0.0001051054,0.00007885248,0.0002315783,0.0001410913,0.0003309632],"category_scores_gemma":[0.0002057805,0.0001519483,0.00202498,0.002995098,0.00016706,0.0001083683,0.0000499836,0.001543482,0.00002470153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071801,"about_ca_system_score_gemma":0.001570273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003799,"about_ca_topic_score_gemma":0.000267134,"domain_scores_codex":[0.9948753,0.001671478,0.001257334,0.0002682168,0.001562574,0.0003650804],"domain_scores_gemma":[0.9970771,0.0006929277,0.0005937814,0.0004514475,0.0007048488,0.0004798638],"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":[0.0001033491,0.001711545,0.000207189,0.08931556,0.1902827,0.0004015901,0.02395741,0.000007365346,7.786401e-7,0.000495094,0.03250777,0.6610097],"study_design_scores_gemma":[0.001015626,0.0008910124,0.0002813275,0.01076324,0.1822316,0.0008755335,0.005955456,0.00005025793,3.623205e-8,0.001550486,0.7960559,0.0003295322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003318289,0.9964727,0.00007123312,0.001923,0.0001191365,0.0007298508,0.00004587895,0.000004716409,0.0003016528],"genre_scores_gemma":[0.001415723,0.9976282,0.0001131421,0.00007886503,0.0003352905,0.0001157015,0.00002591891,0.00002957047,0.0002575857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7635481,"threshold_uncertainty_score":0.6705745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980572997","doi":"10.1016/j.jpsychores.2011.02.014","title":"The prevalence of anxiety and depression in adults with implantable cardioverter defibrillators: A systematic review","year":2011,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":266,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Anxiety; Medicine; Depression (economics); PsycINFO; CINAHL; Implantable cardioverter-defibrillator; Psychiatry; MEDLINE; Clinical psychology; Anxiety disorder; Internal medicine; Psychological intervention","retraction":null,"screen_n_in":null,"score":{"opus":0.06766319404957014,"gpt":0.4063584461988107,"spread":0.3386952521492406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00452661,0.0002531897,0.00425136,0.0003827034,0.00009531669,0.00002934795,0.0001128633,0.00012693,0.000002197044],"category_scores_gemma":[0.001061267,0.0001100549,0.0004858144,0.0007316014,0.0001640461,0.0000874999,0.00008237317,0.0005985777,0.000006199027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009303999,"about_ca_system_score_gemma":0.0003094058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394909,"about_ca_topic_score_gemma":0.000002066062,"domain_scores_codex":[0.995488,0.001010805,0.001763059,0.0002302053,0.001199151,0.0003088174],"domain_scores_gemma":[0.9958381,0.001341494,0.001223722,0.0006649061,0.0007914496,0.0001403507],"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":[0.0001257502,0.00001842373,0.001545896,0.9734774,0.0006215363,0.000005734379,0.0002834815,3.258232e-8,1.230074e-7,0.00000502299,0.003973096,0.01994356],"study_design_scores_gemma":[0.0004627174,0.0002016915,0.0004308916,0.9324612,0.00203087,0.01134967,0.0001594097,5.555068e-7,4.078872e-7,0.00001397783,0.05279037,0.00009822639],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003390597,0.986473,0.000004194696,0.000008700445,0.00009083424,0.002164868,0.000009609795,0.000003639252,0.01090612],"genre_scores_gemma":[0.001388241,0.9981846,0.00008624113,0.000006359172,0.00009603069,0.00005641195,5.489593e-7,0.00002798947,0.0001535871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04881727,"threshold_uncertainty_score":0.4487909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065754739","doi":"10.1016/s0022-3999(02)00553-6","title":"Type D personality is related to cardiovascular and neuroendocrine reactivity to acute stress","year":2003,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Type D personality; Negative affectivity; Reactivity (psychology); Personality; Psychology; Heart rate; Blood pressure; Social stress; Type A and Type B personality theory; Internal medicine; Mental arithmetic; Clinical psychology; Disease; Endocrinology; Developmental psychology; Medicine; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.08193181689627743,"gpt":0.4653128681058126,"spread":0.3833810512095351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003101787,0.0001210309,0.0005875012,0.0003884309,0.0001287998,0.00002719477,0.00009466537,0.00004379321,0.00009183334],"category_scores_gemma":[0.0007718441,0.00009573215,0.0002157444,0.0009545235,0.00004352262,0.00008559837,0.00003496516,0.000761474,0.00006390213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314262,"about_ca_system_score_gemma":0.0004488174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301963,"about_ca_topic_score_gemma":0.000004325965,"domain_scores_codex":[0.9966451,0.0006172188,0.0005311256,0.0002461162,0.001421447,0.0005389884],"domain_scores_gemma":[0.9973785,0.0001915186,0.0000790176,0.0004418802,0.0004412219,0.001467834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01354311,0.004009712,0.4379138,0.007742628,0.004581735,0.009106271,0.02035616,0.00002476492,0.02915227,0.0006864194,0.2116485,0.2612346],"study_design_scores_gemma":[0.007442735,0.008960967,0.5839527,0.00198592,0.0004145725,0.01657592,0.00234964,0.00003188806,0.005955321,0.0007833811,0.3711964,0.0003504962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824871,0.001128259,0.00002888687,0.01083393,0.0004364121,0.0007904376,0.000007671022,0.000007070919,0.004280251],"genre_scores_gemma":[0.9954916,0.001218757,0.001288253,0.00122592,0.0001232282,0.00000845205,8.22014e-7,0.00002267024,0.0006202623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608841,"threshold_uncertainty_score":0.3903844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001886523","doi":"10.1016/s0022-3999(00)00194-x","title":"How is good and poor sleep in older adults and college students related to daytime sleepiness, fatigue, and ability to concentrate?","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":235,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dawson College; Jewish General Hospital; Université de Montréal; Concordia University; McGill University","funders":"Health Canada","keywords":"Psychology; Daytime; Excessive daytime sleepiness; Distress; Chronotype; Depression (economics); Clinical psychology; Sleep debt; Insomnia; Sleep disorder; Audiology; Psychiatry; Circadian rhythm; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02392074197140083,"gpt":0.3835439071341022,"spread":0.3596231651627014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001628283,0.000225641,0.0004957579,0.0004698902,0.0001430513,0.0001797905,0.0003732179,0.0002698595,0.001053853],"category_scores_gemma":[0.000193111,0.0001811289,0.00005152877,0.001148305,0.0002167814,0.0002333397,0.00007902022,0.0007748178,0.00005969586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006391929,"about_ca_system_score_gemma":0.00003824209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009758339,"about_ca_topic_score_gemma":0.00002675219,"domain_scores_codex":[0.9966207,0.0005990759,0.0007745101,0.0004909183,0.0008951786,0.0006196044],"domain_scores_gemma":[0.998276,0.0003702717,0.0001344551,0.0003377477,0.000269626,0.0006119225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004485374,0.003632886,0.7210041,0.0003927964,0.001219161,0.0005317677,0.07812396,0.00002277391,0.0005368932,0.0004491148,0.03722059,0.1523806],"study_design_scores_gemma":[0.01451055,0.00138888,0.9660574,0.001005162,0.00005422269,0.0002548175,0.01295416,0.0002202629,0.00002759147,0.001377488,0.00182314,0.0003263056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792619,0.003481244,0.000008161253,0.01311478,0.0002488572,0.001243085,0.00001462593,0.000009832056,0.002617548],"genre_scores_gemma":[0.9968745,0.0007824284,0.0002412097,0.0003675794,0.00003905955,0.0000323555,9.507276e-7,0.00002889267,0.001633017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450534,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069922230","doi":"10.1016/s0022-3999(00)00084-2","title":"Are alexithymia, depression, and anxiety distinct constructs in affective disorders?","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Toronto Alexithymia Scale; Psychology; Depression (economics); Clinical psychology; Feeling; Hospital Anxiety and Depression Scale; Anxiety disorder; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02937897630943718,"gpt":0.3657368657031861,"spread":0.3363578893937489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009191166,0.0001802432,0.0005202768,0.0004062946,0.0001114864,0.00005216654,0.0001702246,0.0001072484,0.0007494858],"category_scores_gemma":[0.0003074638,0.0001246465,0.0001110181,0.000620572,0.0002765081,0.0001874163,0.0000255935,0.0005654403,0.00004001955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008331343,"about_ca_system_score_gemma":0.00008593677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004955929,"about_ca_topic_score_gemma":0.00008309395,"domain_scores_codex":[0.9976245,0.0002910744,0.0005901908,0.0002507161,0.0008343519,0.0004092117],"domain_scores_gemma":[0.9986252,0.0003226756,0.0002669054,0.0003212157,0.0001627362,0.0003012654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005609115,0.0008943135,0.8882888,0.0002208949,0.0001271536,0.0001153215,0.0008767674,0.000001189941,0.00007721341,0.00002957564,0.001294591,0.1075133],"study_design_scores_gemma":[0.005751112,0.0004571697,0.9717059,0.003988047,0.00002607186,0.0005986908,0.001337348,0.000143063,0.00003476387,0.0144481,0.001400474,0.0001092264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753684,0.002110889,0.00002669232,0.001260957,0.0001058938,0.0005302321,0.000004037262,0.000008536989,0.02058431],"genre_scores_gemma":[0.9961766,0.002353015,0.000861763,0.00007086443,0.00008195344,0.00002009581,0.000001084952,0.00002378969,0.0004108466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107404,"threshold_uncertainty_score":0.8206344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017164109","doi":"10.1016/j.jpsychores.2010.04.001","title":"Measurements of sleepiness and fatigue","year":2010,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Sleep Institute; University of Toronto; University Health Network","funders":"","keywords":"Psychology; Rating scale; Psychometrics; Clinical psychology; Physical therapy; Medicine; Developmental psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.3784658691988487,"gpt":0.5236167523607427,"spread":0.145150883161894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005861178,0.0003243787,0.002771927,0.001685498,0.00008773698,0.00005435393,0.00063846,0.0005374521,0.0003689294],"category_scores_gemma":[0.001455511,0.0002114702,0.0006072015,0.001175927,0.0005043632,0.0001178216,0.0001316347,0.003175373,0.00003258278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018951,"about_ca_system_score_gemma":0.002116598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001441856,"about_ca_topic_score_gemma":8.999301e-7,"domain_scores_codex":[0.9929526,0.000785482,0.001917716,0.000294252,0.003464959,0.0005849726],"domain_scores_gemma":[0.9955114,0.0007212083,0.0007802626,0.0007397651,0.001727431,0.0005200018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006764283,0.0004042129,0.0002636487,0.2562723,0.0008122731,0.0001276701,0.0001398059,8.013665e-8,0.0001640669,0.00002567459,0.002696666,0.739026],"study_design_scores_gemma":[0.004775787,0.004493271,0.001043906,0.5174761,0.001709973,0.009486043,0.0001758781,0.00002561758,0.0001475309,0.0005332817,0.4595611,0.0005714772],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001275087,0.9957166,0.00002529206,0.0002270402,0.000321287,0.001026794,0.000004999096,0.000004763643,0.001398122],"genre_scores_gemma":[0.0003330227,0.9970091,0.002040612,0.000001223383,0.0001708358,0.00002503559,0.000005612005,0.00006997422,0.0003445613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7384545,"threshold_uncertainty_score":0.9991243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099218859","doi":"10.1016/s0022-3999(02)00466-x","title":"Cognitive and emotional characteristics of alexithymia","year":2003,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Cognition; Personality; Toronto Alexithymia Scale; Clinical psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1659406854095434,"gpt":0.4750737493062184,"spread":0.309133063896675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001505814,0.0003133519,0.002448807,0.0009133499,0.0000683677,0.00003797285,0.0002020315,0.0002591514,0.0003552271],"category_scores_gemma":[0.0005613895,0.0002048233,0.0005258099,0.0006145656,0.0003161316,0.00008042308,0.00003638697,0.000879279,0.00004457982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008922448,"about_ca_system_score_gemma":0.0006948111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001899816,"about_ca_topic_score_gemma":1.599248e-7,"domain_scores_codex":[0.9959043,0.0005205243,0.001684171,0.0002280122,0.001324153,0.0003388927],"domain_scores_gemma":[0.9963577,0.0008997066,0.001296924,0.0003043013,0.000826237,0.000315169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001488832,0.001698427,0.001725692,0.06174542,0.002595698,0.0002085717,0.0003223566,2.853188e-9,0.000001241489,0.0003059825,0.002102176,0.9291456],"study_design_scores_gemma":[0.004603057,0.002762555,0.008605951,0.6073091,0.00194559,0.005023237,0.0004777149,0.00000424936,0.000001221921,0.003628948,0.3653039,0.0003345214],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004907119,0.9878741,0.00006917737,0.00007839702,0.0003236399,0.0009265467,0.00005193553,0.000003291323,0.005765809],"genre_scores_gemma":[0.0002518546,0.9978171,0.0009798508,0.00002034412,0.0001832851,0.00002039554,0.00001900622,0.00005160325,0.0006565676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.928811,"threshold_uncertainty_score":0.8352454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085656770","doi":"10.1016/j.jpsychores.2007.03.008","title":"Predictive value of alexithymia in patients with eating disorders: A 3-year prospective study","year":2007,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Institut National de la Santé et de la Recherche Médicale; Université Catholique de Louvain","keywords":"Alexithymia; Toronto Alexithymia Scale; Eating disorders; Anorexia nervosa; Bulimia nervosa; Psychology; Clinical psychology; Beck Depression Inventory; Psychiatry; Feeling; Depression (economics); Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.02303527626330922,"gpt":0.3644669222176168,"spread":0.3414316459543076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002429401,0.0001882882,0.0006197015,0.0009271727,0.00006930759,0.00002141934,0.0002381703,0.00007258692,0.00005391677],"category_scores_gemma":[0.0003649319,0.000122061,0.0001076443,0.001271016,0.0001700977,0.000208497,0.00003681153,0.0005761634,0.000007191683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191242,"about_ca_system_score_gemma":0.0001722615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006198058,"about_ca_topic_score_gemma":0.00004451645,"domain_scores_codex":[0.9960499,0.000225496,0.001031041,0.0002375752,0.00199415,0.0004617766],"domain_scores_gemma":[0.9978485,0.0003751021,0.0005002807,0.0003732641,0.0007008073,0.0002020487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005207117,0.011531,0.9720946,0.0001920115,0.0005786875,0.0000412957,0.008530113,0.000008297494,0.00002054301,0.0000963874,0.00006650133,0.001633459],"study_design_scores_gemma":[0.01786299,0.01632994,0.9444791,0.003835921,0.00005479678,0.000009716831,0.01398585,0.00004792498,0.00002416065,0.003273512,0.000006461998,0.00008959926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882026,0.0001104621,0.0004028055,0.00009094651,0.00009863364,0.0021837,0.000003136023,0.000006819167,0.008900884],"genre_scores_gemma":[0.9970172,0.00002357424,0.002768141,0.00001003518,0.0000588898,0.00002203081,0.000001257859,0.0000329185,0.00006592453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761546,"threshold_uncertainty_score":0.4977503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017911341","doi":"10.1016/s0022-3999(01)00257-4","title":"Alexithymia and depression","year":2001,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Beck Depression Inventory; Depression (economics); Psychology; Mood; Clinical psychology; Distress; Psychiatry; Population; Rating scale; Hamilton Rating Scale for Depression; Feeling; Major depressive disorder; Medicine; Anxiety; Developmental psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0794691648085877,"gpt":0.4248948203966027,"spread":0.345425655588015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009030851,0.0001032128,0.0003071214,0.0003879655,0.00009695368,0.00004419817,0.0001303541,0.00006886648,0.0002839857],"category_scores_gemma":[0.0002456942,0.00006576873,0.00008913658,0.0004010386,0.0001066914,0.0001392193,0.00002855131,0.0003350528,0.00005162331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003976689,"about_ca_system_score_gemma":0.00007091876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008156771,"about_ca_topic_score_gemma":0.000001211613,"domain_scores_codex":[0.9981663,0.0001148463,0.0004462452,0.0001310257,0.0008607556,0.000280874],"domain_scores_gemma":[0.9988042,0.0001826444,0.0001518384,0.0002695514,0.000290766,0.0003009963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000898913,0.001190991,0.9202693,0.0002874305,0.0003037873,0.0006337781,0.001097045,4.302665e-7,0.002085891,0.0001780691,0.01553538,0.05751898],"study_design_scores_gemma":[0.006918038,0.00144513,0.9440368,0.006243511,0.00005795786,0.004890869,0.001676723,0.0002778018,0.0002287748,0.02257443,0.01152428,0.0001256784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671658,0.002924905,0.0002784412,0.001989616,0.000199702,0.0002365108,4.31485e-7,0.000007587061,0.027197],"genre_scores_gemma":[0.9907113,0.003130058,0.004480435,0.0001272621,0.0002528486,0.000007258253,6.000686e-7,0.00002103203,0.001269214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0573933,"threshold_uncertainty_score":0.3109444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075277561","doi":"10.1016/j.jpsychores.2005.07.006","title":"Gender differences in the association between alexithymia and emotional eating in obese individuals","year":2006,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":207,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Emotional eating; Psychology; Mood; Body mass index; Clinical psychology; Feeling; Association (psychology); Multilevel model; Obesity; Eating behavior; Medicine; Psychotherapist; Internal medicine; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1253923393586023,"gpt":0.423096141062772,"spread":0.2977038017041698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005429795,0.00009022322,0.0002405548,0.0005334153,0.0001010713,0.0001164162,0.0003084963,0.0001265031,0.0001734706],"category_scores_gemma":[0.000245733,0.00005962956,0.00004996563,0.0006371025,0.00006635199,0.0001198474,0.00002434909,0.00081078,0.00001384252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781793,"about_ca_system_score_gemma":0.0000468647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003310962,"about_ca_topic_score_gemma":0.000133153,"domain_scores_codex":[0.996501,0.001224519,0.0006907972,0.0001401813,0.001091833,0.0003517178],"domain_scores_gemma":[0.9978598,0.00154684,0.0003258923,0.0001276168,0.0001016641,0.00003823382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007676219,0.0003284509,0.9909072,0.0000293082,0.00002371865,0.00001410335,0.004952531,0.000001502091,0.00003669932,0.000646988,0.001752884,0.001298975],"study_design_scores_gemma":[0.000880277,0.000168232,0.978071,0.0005118522,0.000006771425,0.00001430973,0.004254646,0.000009356486,0.000001043712,0.01599203,0.00003167647,0.0000587549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925227,0.0005571162,0.00001928372,0.001045715,0.0001056716,0.000186989,0.00000300984,0.000002543774,0.005556981],"genre_scores_gemma":[0.9990991,0.0000331642,0.0003575329,0.00002848781,0.0002471686,0.00001370243,0.000001902978,0.000008161272,0.000210735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534504,"threshold_uncertainty_score":0.3522481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145958178","doi":"10.1016/s0022-3999(99)00088-4","title":"Depression and health-care costs during the first year following myocardial infarction","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; Health Canada; Institut de Cardiologie de Montréal","keywords":"Medicine; Depression (economics); Myocardial infarction; Emergency medicine; Beck Depression Inventory; Health care; Emergency department; Acute care; Psychiatry; Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.03874650883998358,"gpt":0.4331357863040129,"spread":0.3943892774640294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002341752,0.00008818073,0.0003195991,0.0002102371,0.0005503684,0.00004120613,0.00009129364,0.00006742787,0.00007124031],"category_scores_gemma":[0.00007171336,0.00005600868,0.0001629961,0.0003276383,0.00005294525,0.0001160644,0.00002328323,0.0007246808,0.00003938998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559354,"about_ca_system_score_gemma":0.0003578833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378135,"about_ca_topic_score_gemma":0.00002322598,"domain_scores_codex":[0.9975927,0.0002400781,0.0005428125,0.000136831,0.001055355,0.0004321901],"domain_scores_gemma":[0.9989114,0.000147184,0.0001189649,0.000232728,0.0001055533,0.000484161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002316071,0.0002053148,0.634574,0.002132508,0.0001409345,0.0001087343,0.007986304,0.000004569152,0.0002482178,0.000009667544,0.01792921,0.3343445],"study_design_scores_gemma":[0.003373041,0.0007221902,0.9555209,0.00170234,0.00001985151,0.0007741264,0.002758918,0.0000130358,0.00003904838,0.00003800118,0.03498275,0.00005576009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775993,0.004474355,0.000004311719,0.0131125,0.0003959273,0.0006375267,0.000001314882,0.000008204741,0.003766588],"genre_scores_gemma":[0.9945348,0.003587974,0.0002690372,0.0007003198,0.0007474932,0.00001271567,0.000001173089,0.00001700691,0.0001294755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3342887,"threshold_uncertainty_score":0.4233044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000533277","doi":"10.1016/j.jpsychores.2010.01.012","title":"Are the available apathy measures reliable and valid? A review of the psychometric evidence","year":2010,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Apathy; Psychology; Clinical psychology; Dementia; Psychiatry; Psychometrics; Rating scale; Gold standard (test); Population; Disease; Medicine; Developmental psychology; Cognition; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.366633268089449,"gpt":0.498321668065239,"spread":0.1316883999757901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01395626,0.000381712,0.002571848,0.001076371,0.0002838355,0.0001169757,0.001465397,0.0002800558,0.0004088168],"category_scores_gemma":[0.01393689,0.0001487727,0.001107974,0.004421696,0.0005554952,0.0001434826,0.0002284431,0.003886128,0.000139845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164576,"about_ca_system_score_gemma":0.002258681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428325,"about_ca_topic_score_gemma":0.000009351295,"domain_scores_codex":[0.990949,0.001601347,0.001856514,0.000377748,0.004601514,0.0006138483],"domain_scores_gemma":[0.9902287,0.003003142,0.002230426,0.001896878,0.002182583,0.0004583282],"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":[0.0003792549,0.000455455,0.001224957,0.2170184,0.000795449,0.00009026602,0.00004682054,1.847157e-8,0.000004824989,0.00004622337,0.1072073,0.672731],"study_design_scores_gemma":[0.0006203562,0.0004514582,0.0008480335,0.4346561,0.0009229516,0.001528858,0.00003459824,0.00000100839,0.000004268495,0.000367555,0.5604743,0.00009049639],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002100057,0.9912105,0.000002571846,0.004621798,0.000392916,0.002818085,0.000008617487,0.000004900745,0.0007306684],"genre_scores_gemma":[0.00006345855,0.9971438,0.0007113987,0.0001258476,0.0004035227,0.0001390805,7.975302e-7,0.00005366663,0.001358444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6726405,"threshold_uncertainty_score":0.998412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069006042","doi":"10.1016/s0022-3999(01)00197-0","title":"Factorial structure of the 20-item Toronto Alexithymia Scale: confirmatory factorial analyses in nonclinical and clinical samples","year":2001,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Psychology; Confirmatory factor analysis; LISREL; Clinical psychology; Feeling; Psychometrics; Construct validity; Structural equation modeling; Factorial analysis; Developmental psychology; Social psychology; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.1936134977735156,"gpt":0.5181789334946529,"spread":0.3245654357211374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454435,0.0002209836,0.001032741,0.000204875,0.00009175434,0.00004898945,0.0004456533,0.0002878437,0.0005033317],"category_scores_gemma":[0.001367855,0.0001235377,0.0003941626,0.0004343352,0.0004934961,0.0002084728,0.00008226335,0.0008693684,0.000003395131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455914,"about_ca_system_score_gemma":0.0003705147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003271408,"about_ca_topic_score_gemma":0.0007020021,"domain_scores_codex":[0.9949849,0.0008394119,0.001938046,0.0002663836,0.001566743,0.0004045491],"domain_scores_gemma":[0.9961408,0.001864291,0.0006659448,0.0005722029,0.0004145967,0.0003421038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001915015,0.001187594,0.9861107,0.0001633126,0.0005496161,0.00003844218,0.00112081,0.000001146988,0.003064405,0.00004738686,0.003230861,0.002570728],"study_design_scores_gemma":[0.009400175,0.001312265,0.9779765,0.002010306,0.0001286318,0.0001850696,0.001518553,0.00008780162,0.0001685895,0.004615722,0.00247427,0.0001220977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993663,0.001336378,0.00005139143,0.0006995333,0.002278932,0.0005394319,0.00002143637,0.000005117715,0.001404783],"genre_scores_gemma":[0.9964725,0.001394036,0.0007067347,0.00006656256,0.001231766,0.000002668333,0.000002539748,0.00002356412,0.00009957654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008134164,"threshold_uncertainty_score":0.5511129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015188398","doi":"10.1016/j.jpsychores.2012.06.001","title":"The PHQ-9 versus the PHQ-8 — Is item 9 useful for assessing suicide risk in coronary artery disease patients? Data from the Heart and Soul Study","year":2012,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":190,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Center for Complementary and Alternative Medicine; National Heart, Lung, and Blood Institute; National Institutes of Health; Center for Innovative Medicine; Johns Hopkins University; National Center for Complementary and Integrative Health; Ischemia Research and Education Foundation; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs; American Federation for Aging Research; Robert Wood Johnson Foundation","keywords":"Patient Health Questionnaire; Suicidal ideation; Medicine; Depression (economics); Poison control; Clinical psychology; Psychiatry; Psychology; Internal medicine; Suicide prevention; Medical emergency; Depressive symptoms; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.2921040894543343,"gpt":0.4906482269353041,"spread":0.1985441374809698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007900216,0.0002024888,0.0003525759,0.000122527,0.001106932,0.0003475309,0.001323999,0.00006106256,0.0001294457],"category_scores_gemma":[0.001980341,0.00009408508,0.0001149299,0.0003493819,0.0003249165,0.0005413254,0.0003793096,0.0009864746,0.00004933171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000642203,"about_ca_system_score_gemma":0.0000810545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000218227,"about_ca_topic_score_gemma":0.0001671087,"domain_scores_codex":[0.9945992,0.002437203,0.0008062021,0.0003147055,0.001111198,0.0007314599],"domain_scores_gemma":[0.9785803,0.01917718,0.0003792345,0.001371072,0.00029139,0.0002007976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001693798,0.0008164116,0.9177181,0.000009350691,0.0005323039,0.000009817964,0.01075486,3.758948e-7,0.000004542269,0.000006623787,0.06495523,0.003498598],"study_design_scores_gemma":[0.002812142,0.0003516993,0.9487762,0.00004838676,0.0001534682,0.000007350322,0.04410331,0.0001080474,9.850022e-7,0.0007198149,0.002815263,0.0001033279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829102,0.00756245,0.00002711435,0.006334267,0.001663679,0.001218104,0.00009063355,0.000006253682,0.0001873629],"genre_scores_gemma":[0.9980809,0.000460549,0.00007613033,0.0003078316,0.0008716201,0.00008603278,0.000006494633,0.00003146114,0.00007896357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06213997,"threshold_uncertainty_score":0.8513737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741178304","doi":"10.1016/j.jpsychores.2017.07.015","title":"Increased incidence of psychiatric disorders in immune-mediated inflammatory disease","year":2017,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; University of Calgary; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research; Manitoba Centre for Health Policy, University of Manitoba; Crohn's and Colitis Canada","keywords":"Comorbidity; Medicine; Psychiatry; Incidence (geometry); Population; Bipolar disorder; Depression (economics); Rate ratio; Anxiety; Cohort; Schizophrenia (object-oriented programming); Internal medicine; Mood","retraction":null,"screen_n_in":null,"score":{"opus":0.01636638889634634,"gpt":0.3438551094274347,"spread":0.3274887205310884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002712156,0.0001599448,0.000275228,0.0004903366,0.0001895541,0.00006923609,0.001298573,0.0001249964,0.00004741326],"category_scores_gemma":[0.003430358,0.0001430998,0.000216633,0.0001880281,0.0004188889,0.00004209784,0.0002016898,0.0004023021,0.00001974953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004091058,"about_ca_system_score_gemma":0.0007728878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004881595,"about_ca_topic_score_gemma":0.000136941,"domain_scores_codex":[0.9970405,0.0005016554,0.0009577789,0.0002219403,0.0008912775,0.0003868405],"domain_scores_gemma":[0.9971038,0.0001006463,0.0008568387,0.001104668,0.0004823199,0.0003517682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001821048,0.000390271,0.9555674,0.0003473657,0.00006882152,0.0001755909,0.00009102199,0.00004250498,0.03964452,0.00008513386,0.00087666,0.0008896944],"study_design_scores_gemma":[0.002031903,0.0001668413,0.9942823,0.000259286,0.00001575283,0.00000770424,0.0001127847,0.0001618265,0.0005354657,0.001944661,0.0003425453,0.0001389264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969874,0.0009846134,0.00004238626,0.0004025923,0.0002489094,0.0003475681,0.000009946209,0.000002563138,0.0009740034],"genre_scores_gemma":[0.9985808,0.0007923532,0.0003070106,0.00001856838,0.0002046882,0.00001881661,0.00000498766,0.00002629497,0.00004648092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03910905,"threshold_uncertainty_score":0.583544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017479851","doi":"10.1016/j.jpsychores.2020.110113","title":"Curating evidence on mental health during COVID-19: A living systematic review","year":2020,"lang":"en","type":"letter","venue":"Journal of Psychosomatic Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":176,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Psychology; Psychiatry; Gerontology; Medicine; Virology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3544075431539814,"gpt":0.5753122932895339,"spread":0.2209047501355526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01240333,0.000592074,0.002714878,0.00117174,0.0009564232,0.0002087327,0.001937262,0.0003839662,0.002134229],"category_scores_gemma":[0.01120311,0.0004637524,0.0006864496,0.001367479,0.0001792198,0.0002796226,0.0002296031,0.007712739,0.0009437515],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004977515,"about_ca_system_score_gemma":0.004237707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003807899,"about_ca_topic_score_gemma":0.00001641265,"domain_scores_codex":[0.9797577,0.009311872,0.004080079,0.0008479214,0.004457115,0.001545307],"domain_scores_gemma":[0.9842339,0.009118283,0.003604809,0.001330276,0.0003690872,0.001343644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000066648,0.000103858,0.00006231937,0.4559732,0.0001748995,0.0009718907,0.004398761,2.30378e-7,0.00001029761,0.00001610062,0.5381251,0.0000966867],"study_design_scores_gemma":[0.000751414,0.002232564,0.0001931546,0.9509493,0.0001429179,0.002090211,0.002021766,0.0000154007,0.000001609704,0.000194119,0.04097804,0.0004294949],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004172831,0.1214086,0.000119503,0.8709615,0.001909514,0.004526189,0.00002881878,0.00004820296,0.0005802995],"genre_scores_gemma":[0.002803008,0.04192547,0.0002580994,0.9479596,0.004303716,0.0003054625,0.00001110714,0.0001597395,0.002273777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.497147,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060023317","doi":"10.1016/j.jpsychores.2007.08.009","title":"Emotions and emotional approach and avoidance strategies in fibromyalgia","year":2008,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fibromyalgia; Alexithymia; Psychology; Clinical psychology; Affect (linguistics); Psychological intervention; Feeling; Toronto Alexithymia Scale; Emotional distress; Psychiatry; Anxiety; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0827423865290072,"gpt":0.380316460286226,"spread":0.2975740737572188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001506978,0.0001178,0.0003709499,0.0007163772,0.0001768296,0.00005909974,0.0001411604,0.0001040858,0.0001142813],"category_scores_gemma":[0.0002414593,0.00009090366,0.00006155771,0.0006471337,0.0005919526,0.000308873,0.00005402098,0.0009962936,0.00001000525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045831,"about_ca_system_score_gemma":0.0006590639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003218469,"about_ca_topic_score_gemma":9.129672e-7,"domain_scores_codex":[0.997408,0.0002827203,0.0005222343,0.0002028282,0.001178086,0.0004060778],"domain_scores_gemma":[0.998753,0.0003051912,0.00009447978,0.0002073591,0.0003489217,0.0002910106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002403059,0.006384039,0.759535,0.06207059,0.001090233,0.00474138,0.02763607,0.0002124877,0.0542536,0.02110328,0.05137822,0.009192084],"study_design_scores_gemma":[0.002685831,0.001089257,0.9739929,0.002778198,0.000008604573,0.01068512,0.002604638,0.001582363,0.00004222212,0.004361238,0.00007187192,0.00009771873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991849,0.00287386,0.0004337498,0.00212389,0.00003839255,0.0002755586,0.000001341032,0.000005784515,0.002398406],"genre_scores_gemma":[0.9887515,0.002288168,0.008387458,0.000002891663,0.00004526592,0.000007443165,0.000001484433,0.00001575471,0.0005000431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.214458,"threshold_uncertainty_score":0.4328456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072776708","doi":"10.1016/j.jpsychores.2005.08.013","title":"The relationship of attachment insecurity to subjective stress and autonomic function during standardized acute stress in healthy adults","year":2006,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":174,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Heart rate variability; Anxiety; Chronic stress; Psychology; Distress; Stress measures; Autonomic nervous system; Vagal tone; Autonomic function; Clinical psychology; Heart rate; Stress (linguistics); Developmental psychology; Audiology; Internal medicine; Medicine; Psychiatry; Neuroscience; Blood pressure","retraction":null,"screen_n_in":null,"score":{"opus":0.03908919941939266,"gpt":0.4439219264701258,"spread":0.4048327270507332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002378076,0.0001282173,0.0002922496,0.0006289024,0.0003488756,0.00006172785,0.0002487133,0.0001333183,0.00002884738],"category_scores_gemma":[0.0001436907,0.00009294646,0.00008189468,0.0006654442,0.0001587789,0.0001633639,0.00005354338,0.0008483292,0.000008200214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479086,"about_ca_system_score_gemma":0.0001338022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149534,"about_ca_topic_score_gemma":0.0006114543,"domain_scores_codex":[0.9968113,0.0008573427,0.001027955,0.0002076192,0.0007071305,0.0003886355],"domain_scores_gemma":[0.997393,0.001411031,0.0004650957,0.0002948475,0.0003124001,0.0001235919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006721,0.000335219,0.981855,0.00009021706,0.0001303226,0.0000142866,0.003943952,0.0002608961,0.00006376665,0.005864873,0.0001915255,0.00052894],"study_design_scores_gemma":[0.003202634,0.0009329439,0.9860837,0.0004507317,0.00002314857,0.00001808235,0.002992877,0.0001766598,0.00002290579,0.005976724,0.00003858989,0.00008099817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946253,0.0008977064,0.0006362841,0.001638588,0.0004867311,0.0006723218,0.00002841398,0.000007071623,0.001007569],"genre_scores_gemma":[0.9992506,0.0001139311,0.0002244506,0.000006915714,0.0001401848,0.00003199105,0.000003760541,0.00001608687,0.0002120615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004625303,"threshold_uncertainty_score":0.3790247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W205609681","doi":"10.1016/s0022-3999(02)00544-5","title":"Cognitive performance and sleep quality in the elderly suffering from chronic insomnia","year":2002,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":171,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"National Institute of Mental Health","keywords":"Insomnia; Cognition; Effects of sleep deprivation on cognitive performance; Psychology; Psychomotor learning; Sleep (system call); Sleep debt; Primary Insomnia; Sleep disorder; Clinical psychology; Psychiatry; Audiology; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1112236626192515,"gpt":0.4245236538473932,"spread":0.3132999912281417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00260615,0.0001201355,0.000254786,0.0003569999,0.0001521161,0.00007977716,0.0004194686,0.0001487891,0.00143709],"category_scores_gemma":[0.0002147016,0.00007666717,0.00007000052,0.0006083543,0.0002358855,0.0001840722,0.00002976634,0.001368004,0.0002134669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005893452,"about_ca_system_score_gemma":0.00002237987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000175729,"about_ca_topic_score_gemma":0.00005084293,"domain_scores_codex":[0.9968603,0.001144922,0.0006424372,0.0001869089,0.0007461398,0.0004193267],"domain_scores_gemma":[0.99775,0.001535095,0.0002032326,0.0002599731,0.0001565567,0.00009507477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005278063,0.002114744,0.1947977,0.0002007372,0.001200594,0.0002261094,0.08495432,0.00002064811,0.0004608264,0.0005996684,0.009339763,0.705557],"study_design_scores_gemma":[0.009381846,0.002672351,0.9532449,0.00102507,0.00008292934,0.0002055263,0.02674974,0.001476555,0.00002580806,0.003084198,0.00179144,0.0002596766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968209,0.01351119,0.00005718138,0.001471116,0.0003550404,0.0002569444,0.00000205699,0.000005365899,0.0161321],"genre_scores_gemma":[0.9968406,0.002651304,0.00004630945,0.0000807761,0.0002143638,0.00001624533,5.947456e-7,0.00001406262,0.0001357481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7584472,"threshold_uncertainty_score":0.9994757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069367455","doi":"10.1016/j.jpsychores.2009.06.003","title":"Measurement of self-reported pain intensity in children and adolescents","year":2009,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Pediatric psychology; Visual analogue scale; Intensity (physics); Physical therapy; Pain assessment; Clinical trial; Psychology; Psychometrics; Clinical psychology; Medicine; Pain catastrophizing; Rating scale; Chronic pain; Developmental psychology; Pain management","retraction":null,"screen_n_in":null,"score":{"opus":0.05360717843623596,"gpt":0.3765104674408712,"spread":0.3229032890046352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01478246,0.00009283994,0.0004037492,0.0009512814,0.00002339675,0.00001457639,0.0001738813,0.00006576503,0.000007065798],"category_scores_gemma":[0.001205509,0.00007429035,0.00007194476,0.0006348448,0.00005116141,0.00008642917,0.00003314193,0.0005242388,0.000001218357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804125,"about_ca_system_score_gemma":0.0001103888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002494355,"about_ca_topic_score_gemma":0.000001822015,"domain_scores_codex":[0.9966373,0.0003845724,0.0008352253,0.0001363181,0.001755396,0.0002511568],"domain_scores_gemma":[0.9983471,0.00004529757,0.0003375724,0.0002750019,0.0008467305,0.0001482903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002437473,0.0009215975,0.9754968,0.0002075572,0.0001438464,0.00007044719,0.0001731425,2.448875e-7,0.003114651,0.000005690692,0.00769258,0.01192971],"study_design_scores_gemma":[0.001516552,0.001012591,0.9933441,0.001755721,0.00005781246,0.0001394645,0.0000726898,0.0001311204,0.0002403115,0.001653301,0.00002318964,0.0000531387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995876,0.0006729155,0.0007723617,0.001679844,0.00002434268,0.0006092198,1.832677e-7,0.00001779629,0.0003473855],"genre_scores_gemma":[0.9948097,0.0008493582,0.004090471,0.0001438379,0.00008999323,0.000001878706,2.833228e-7,0.000007282776,0.000007158368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01784733,"threshold_uncertainty_score":0.5123336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W30668925","doi":"10.1016/s0022-3999(99)00109-9","title":"Men with prostate cancer","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Optimism; Psychosocial; Disease; Information needs; Prostate cancer; Medicine; Health care; Cancer; Family medicine; Gerontology; Psychology; Psychiatry; Social psychology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3759261296516724,"gpt":0.5708375717883518,"spread":0.1949114421366794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001833724,0.0001133753,0.0003114395,0.0003219615,0.000808163,0.00002305639,0.0007486175,0.0001066523,0.005376278],"category_scores_gemma":[0.0002208799,0.0000744245,0.00005152033,0.0008067994,0.0001512179,0.0002917495,0.00005423574,0.00201533,0.0004896997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704831,"about_ca_system_score_gemma":0.00131953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004709238,"about_ca_topic_score_gemma":0.0001025807,"domain_scores_codex":[0.99423,0.002443982,0.001097486,0.0001505462,0.001424791,0.0006531533],"domain_scores_gemma":[0.9956048,0.001143809,0.0004869503,0.0007173709,0.001715296,0.000331826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004444514,0.0005524602,0.4273212,0.002284677,0.0002876061,0.00006090707,0.118665,0.0001338862,0.0003950986,0.0005951508,0.3276643,0.1175952],"study_design_scores_gemma":[0.01171534,0.003215309,0.4071686,0.01571491,0.00006118062,0.0001055182,0.0866988,0.001483758,0.00009531429,0.01676105,0.456398,0.0005822287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602215,0.005826034,0.00001193467,0.04061798,0.0003025632,0.001831819,0.00001130256,0.00003083598,0.09114604],"genre_scores_gemma":[0.9753956,0.004585693,0.003360531,0.0005860703,0.0004741784,0.0003989288,0.000001853513,0.00005235679,0.01514479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1287336,"threshold_uncertainty_score":0.9955329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922353268","doi":"10.1016/j.jpsychores.2019.03.003","title":"Mindfulness training for healthcare professionals and trainees: A meta-analysis of randomized controlled trials","year":2019,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mindfulness; Psychological intervention; Burnout; Randomized controlled trial; Distress; Anxiety; Population; Clinical psychology; Psychology; Medicine; Intervention (counseling); Psychiatry; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.6681418788735093,"gpt":0.6247033844147406,"spread":0.04343849445876868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.1022934,0.0005783941,0.05377419,0.005620088,0.0001784375,0.0001215,0.0009521703,0.0006040166,0.01373665],"category_scores_gemma":[0.01093801,0.000278541,0.03788142,0.001890335,0.0002698864,0.00009479593,0.000063074,0.001258967,0.00001258691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006147511,"about_ca_system_score_gemma":0.0008975534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001866353,"about_ca_topic_score_gemma":0.000005964848,"domain_scores_codex":[0.9534193,0.03140963,0.01218784,0.000537843,0.001825914,0.0006194751],"domain_scores_gemma":[0.9160138,0.06964041,0.01131656,0.0007766396,0.001948597,0.0003039923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02278413,0.0006253462,1.227533e-7,0.01744104,0.6282619,0.000008902877,0.001879924,9.611191e-7,5.73534e-8,0.02435916,0.007942735,0.2966958],"study_design_scores_gemma":[0.1261722,0.0005996627,7.897351e-7,0.01348712,0.7771047,0.0000774939,0.005368118,0.0000877506,8.256457e-7,0.01486869,0.06190488,0.0003277953],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002821074,0.970675,0.01642413,0.001339196,0.00116502,0.009550381,0.0003849347,0.000004779014,0.0004283779],"genre_scores_gemma":[0.007657319,0.7972966,0.002566016,0.0001704855,0.001816437,0.1584361,0.0001510548,0.0003983358,0.03150763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.296368,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083880795","doi":"10.1016/j.jpsychores.2009.08.007","title":"Examining maladaptive beliefs about sleep across insomnia patient groups","year":2009,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":157,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Toronto Metropolitan University","funders":"National Institute of Mental Health; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Insomnia; Dysfunctional family; Primary Insomnia; Clinical psychology; Psychiatry; Psychology; Sleep disorder; Sleep (system call); Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.08139064891081545,"gpt":0.417604868702246,"spread":0.3362142197914306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002452534,0.0002464364,0.0004780121,0.0008031009,0.0003487261,0.0001393603,0.0007355905,0.0002745456,0.00123526],"category_scores_gemma":[0.0002672869,0.0001899296,0.0002108139,0.001459869,0.0002487435,0.0002770348,0.00006063361,0.001402606,0.0006205718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412492,"about_ca_system_score_gemma":0.00006535384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002295654,"about_ca_topic_score_gemma":0.000007792589,"domain_scores_codex":[0.995056,0.000801752,0.001216587,0.0003488009,0.001531149,0.001045689],"domain_scores_gemma":[0.9972737,0.0005891211,0.0005508311,0.0005698597,0.0006336042,0.0003828716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001920993,0.005570764,0.02374709,0.00006896086,0.002176209,0.001471104,0.1184091,0.0001684132,0.002223711,0.009183482,0.07353428,0.7615259],"study_design_scores_gemma":[0.01526875,0.01452959,0.8161886,0.001920511,0.0001651924,0.001351593,0.07668039,0.0003158963,0.0002720694,0.03067372,0.04159976,0.001033962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406663,0.004235139,0.0004779713,0.001423549,0.001651908,0.0003786631,0.000003781586,0.00002712852,0.05113556],"genre_scores_gemma":[0.9968991,0.0002720513,0.0008144521,0.0003936215,0.0004540666,0.00001383521,0.000001452419,0.00003677274,0.001114639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7924415,"threshold_uncertainty_score":0.9996777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128943907","doi":"10.1016/s0022-3999(02)00305-7","title":"Eating disorders in young women with type 1 diabetes mellitus","year":2002,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Hospital for Sick Children; Toronto General Hospital; University Health Network","funders":"","keywords":"Eating disorders; Medicine; Diabetes mellitus; Metabolic control analysis; Disordered eating; Type 2 diabetes; Diabetes management; Type 1 diabetes; Intervention (counseling); Weight loss; Young adult; Obesity; Psychiatry; Gerontology; Endocrinology","retraction":null,"screen_n_in":null,"score":{"opus":0.09252838892824217,"gpt":0.4264968997521854,"spread":0.3339685108239432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005144359,0.0003552107,0.002178614,0.00280673,0.00009920658,0.0001700032,0.0006999283,0.0002351813,0.0007881374],"category_scores_gemma":[0.000654279,0.0002117011,0.0002634141,0.003356746,0.0002418266,0.0001878662,0.0001271137,0.002567498,0.0001956799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005934827,"about_ca_system_score_gemma":0.0004163219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000514607,"about_ca_topic_score_gemma":0.000009985381,"domain_scores_codex":[0.9937114,0.0008056622,0.001346743,0.0003385714,0.002567116,0.00123052],"domain_scores_gemma":[0.9971686,0.0008397407,0.0005486803,0.0005747473,0.0004652245,0.0004029855],"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":[0.00007884514,0.000504168,0.007052676,0.03816572,0.0007008665,0.0001050705,0.0004195901,9.751834e-7,9.687942e-7,0.00001229088,0.002254534,0.9507043],"study_design_scores_gemma":[0.002387987,0.005068504,0.003196563,0.1450016,0.0003438352,0.00004603046,0.0007893349,0.0001315959,2.512747e-7,0.0006092546,0.8419991,0.0004259072],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008034796,0.970455,0.000002793144,0.0001806121,0.0002385755,0.001405507,0.000001164853,0.00001033386,0.01967125],"genre_scores_gemma":[0.001113999,0.994282,0.0004862825,0.000008300566,0.0003633059,0.00008663912,0.000003853158,0.00009592908,0.003559673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9502784,"threshold_uncertainty_score":0.9997336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984894406","doi":"10.1016/j.jpsychores.2010.05.005","title":"Relations between sleep, fatigue, and health-related quality of life in individuals with insomnia","year":2010,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"National Institute of Mental Health","keywords":"Insomnia; Sleep disorder; Quality of life (healthcare); Polysomnography; Medicine; Sleep (system call); Psychology; Physical therapy; Clinical psychology; Psychiatry; Electroencephalography","retraction":null,"screen_n_in":null,"score":{"opus":0.1610632372287279,"gpt":0.4694903547669105,"spread":0.3084271175381826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008541114,0.0001440654,0.0006623731,0.001174281,0.0001282219,0.00003314182,0.0003773434,0.0003270102,0.0007278645],"category_scores_gemma":[0.0006403952,0.0001051015,0.00007869893,0.001396425,0.0004119897,0.0001795787,0.00003840438,0.002337384,0.00003559294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003450128,"about_ca_system_score_gemma":0.0002646448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007926829,"about_ca_topic_score_gemma":0.0002651948,"domain_scores_codex":[0.9951506,0.001240295,0.001960295,0.0002203074,0.0009826988,0.0004457943],"domain_scores_gemma":[0.9966064,0.001256163,0.001042549,0.000398468,0.0003379827,0.0003584254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004158,0.0005208147,0.9792104,0.00006865271,0.0005730914,0.000005787177,0.007740845,0.00001173783,0.00009364617,0.00293854,0.002902244,0.005833784],"study_design_scores_gemma":[0.005113555,0.0005882297,0.9832022,0.0002561652,0.00002423439,0.00002720278,0.002725197,0.00001372864,0.000005126699,0.007695086,0.0002423446,0.0001069406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831919,0.001820436,0.0001440677,0.006970177,0.0002911193,0.000433681,0.000007345381,0.000008608828,0.007132666],"genre_scores_gemma":[0.9979129,0.00009171003,0.001683934,0.00004708577,0.00006561186,0.00001088509,0.000002893918,0.00002402189,0.0001608914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01472107,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090694309","doi":"10.1016/j.jpsychores.2010.09.022","title":"Persistence of sleep disturbances following cognitive-behavior therapy for posttraumatic stress disorder","year":2010,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Louis-H Lafontaine","funders":"Ministry of Public Safety and Security","keywords":"Anxiety; Sleep (system call); Depression (economics); Sleep onset latency; Clinical psychology; Psychology; Cognitive behavioral therapy; Pittsburgh Sleep Quality Index; Sleep disorder; Psychiatry; Mental health; Posttraumatic stress; Anxiety disorder; Cognition; Sleep quality","retraction":null,"screen_n_in":null,"score":{"opus":0.09377995049138733,"gpt":0.4359648045375105,"spread":0.3421848540461232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001832119,0.0001889644,0.0004751327,0.0004868096,0.0002231768,0.00006099071,0.000686937,0.0002277446,0.0007058809],"category_scores_gemma":[0.0004259995,0.0001348615,0.000520879,0.000589668,0.0003776821,0.0002001297,0.00002351154,0.000983179,0.00002698754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001734169,"about_ca_system_score_gemma":0.00007064529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004975032,"about_ca_topic_score_gemma":0.00003438388,"domain_scores_codex":[0.9970371,0.0003178349,0.0009002091,0.0002502853,0.0009596947,0.0005348604],"domain_scores_gemma":[0.9967168,0.001523219,0.0004954708,0.0003604897,0.0007269405,0.0001770638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003144427,0.01449768,0.5096682,0.0005130803,0.005382769,0.0001484579,0.04279587,0.00001174857,0.02122352,0.001996624,0.003269861,0.3973477],"study_design_scores_gemma":[0.03747248,0.01009018,0.768341,0.002540916,0.00124158,0.0003411547,0.164199,0.0004444011,0.002566852,0.008870449,0.002752783,0.001139143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987568,0.004415037,0.0007329474,0.0005521663,0.002328649,0.001014107,0.00001678209,0.00001019035,0.003362127],"genre_scores_gemma":[0.9983821,0.0001944281,0.0007910699,0.00003027733,0.0001648033,0.0001183074,0.000003390513,0.00003887187,0.0002767888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3962086,"threshold_uncertainty_score":0.7728901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}