{"id":"W2092561540","doi":"10.1007/s00127-010-0246-7","title":"Patterns of depression in cancer patients: an indirect test of gender-specific vulnerabilities to depression","year":2010,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; York University; University of Toronto; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Stressor; Confounding; Epidemiology; Clinical psychology; Psychiatry; Medicine; Social support; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000558217,0.0002269403,0.0002736658,0.0006851772,0.0004266416,0.0005038706,0.0003350836,0.0003568566,0.004608857],"category_scores_gemma":[0.003630858,0.0002267368,0.0004794853,0.0008415378,0.0004109053,0.0006531426,0.0007750257,0.0005227415,0.0002696287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921005,"about_ca_system_score_gemma":0.0002502772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522561,"about_ca_topic_score_gemma":0.004438954,"domain_scores_codex":[0.9995257,0.0001898378,0.00004203352,0.00009583034,0.00005062997,0.00009597549],"domain_scores_gemma":[0.9981354,0.0005569386,0.0007476618,0.0002236178,0.0001053106,0.0002309143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024234,0.00001796038,0.998798,0.000003084978,0.00004377228,0.00003161815,0.0001026431,0.00001400865,0.000228652,0.00002146458,0.00002034259,0.0006160693],"study_design_scores_gemma":[0.000003154122,0.00007753717,0.9993224,0.000001744073,0.0000183481,0.0001523399,0.0002531713,0.00004740779,0.00004117803,0.00004812887,0.00003328783,0.000001377779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998975,0.00007461818,0.00005563256,0.00005880438,0.000002951048,0.000003973686,0.0002383243,0.000001051019,0.0005896401],"genre_scores_gemma":[0.9997305,0.00002465957,0.00003724876,0.00001508248,0.000003838598,0.000003039829,0.0000817623,0.000001003175,0.0001028067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004608857,"threshold_uncertainty_score":0.01541823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955558161699441,"score_gpt":0.3490662711168223,"score_spread":0.3095106894998279,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}