{"id":"W2082913240","doi":"10.1016/s1040-2608(04)09010-0","title":"Mapping Social Context on Mental Health Trajectories Through Adulthood","year":2005,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Life course approach; Context (archaeology); Mental health; Psychology; Function (biology); Developmental psychology; Social environment; Gerontology; Sociology; Medicine; Geography; Social science; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007806296,0.0002016572,0.0002613116,0.001425223,0.001028849,0.0009348571,0.0004140486,0.0003724614,0.001979767],"category_scores_gemma":[0.004375744,0.0001843996,0.0006798906,0.001838493,0.0002972381,0.0009609469,0.001627276,0.0006808427,0.0001724456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602416,"about_ca_system_score_gemma":0.001194934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07507186,"about_ca_topic_score_gemma":0.140463,"domain_scores_codex":[0.9996123,0.0001702305,0.00001854996,0.00007225641,0.00003311195,0.00009351629],"domain_scores_gemma":[0.9985373,0.0005501212,0.000295402,0.0001250279,0.0001884111,0.0003036169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006810643,0.00005733414,0.9887953,0.00001324484,0.00007544556,0.00002006714,0.0009948943,0.0002049847,0.0001458102,0.0002757495,0.0001381266,0.009210986],"study_design_scores_gemma":[0.000002332369,0.00005550767,0.9950837,0.00002086927,0.00004860855,0.00002351533,0.003186093,0.0005882445,0.00008325747,0.0004971272,0.0004056175,0.00000529433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983934,0.0001983536,0.0002657727,0.0001448023,0.000004956955,0.000004820978,0.0004420988,0.00000325903,0.0005424492],"genre_scores_gemma":[0.9990349,0.0001745444,0.0002782766,0.00001391781,0.000002884312,0.00001133902,0.0002744783,0.000002105273,0.0002077377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07507186,"threshold_uncertainty_score":0.1492698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152567454559128,"score_gpt":0.510541153262427,"score_spread":0.3952844078065142,"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."}}