{"id":"W4289335842","doi":"10.1007/s00127-022-02346-3","title":"Age- and sex-specific associations between risk scores for schizophrenia and self-reported health in the general population","year":2022,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"FP7 Ideas: European Research Council; Medical Research Council; ZonMw","keywords":"Schizophrenia (object-oriented programming); Epidemiology; Population; Psychiatry; Public health; Psychology; Medicine; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005304421,0.0001869348,0.0004276503,0.00009738257,0.001899748,0.00001483145,0.0001245108,0.000125408,0.00006169816],"category_scores_gemma":[0.0001201769,0.0001721722,0.00006238202,0.0003403074,0.0001568372,0.00007449005,0.0001108702,0.0004997898,0.000002585695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361302,"about_ca_system_score_gemma":0.00002988359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002435962,"about_ca_topic_score_gemma":0.001195972,"domain_scores_codex":[0.9956872,0.00235489,0.0006686813,0.0006736912,0.0001370286,0.0004784351],"domain_scores_gemma":[0.9983154,0.0008093152,0.0005958054,0.0001654524,0.000002175163,0.0001118471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001788022,0.00008269859,0.9743259,0.00001047766,0.00003105219,3.801942e-7,0.0008857293,0.00003394623,5.470276e-7,0.003176769,0.004112031,0.01732259],"study_design_scores_gemma":[0.0008302994,0.0001767611,0.9224405,0.000001607888,0.0000432581,0.000006344454,0.000311897,0.0001299963,1.460761e-8,0.06731921,0.008584093,0.0001560144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770213,0.001911574,0.000655786,0.01831017,0.0003335245,0.001033017,0.00018493,0.00004082812,0.0005088065],"genre_scores_gemma":[0.9819755,0.001560902,0.01175914,0.003628419,0.0006597715,0.0001475189,0.0001734146,0.0000333643,0.00006197254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06414244,"threshold_uncertainty_score":0.9993997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564744904078083,"score_gpt":0.3395282008234835,"score_spread":0.2938807517827027,"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."}}