{"id":"W4225395620","doi":"10.1016/j.scog.2022.100255","title":"The relationship between cognitive functioning, age and employment in people with severe mental illnesses in an urban area in India: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"Schizophrenia Research Cognition","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dudley Allen Sargent Research Fund; Boston University","keywords":"Cognition; Cognitive skill; Psychology; Schizophrenia (object-oriented programming); Montreal Cognitive Assessment; Mental illness; Population; Psychological intervention; Longitudinal study; Effects of sleep deprivation on cognitive performance; Psychiatry; Mental health; Clinical psychology; Gerontology; Medicine; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720755,0.0002401648,0.0003552572,0.001289312,0.001077824,0.0001751153,0.0001512831,0.00006534972,0.00009910881],"category_scores_gemma":[0.0007446154,0.0001859223,0.00003578071,0.002355638,0.0002576247,0.0003371661,0.0002909455,0.001769124,0.00001191825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008623054,"about_ca_system_score_gemma":0.0006841611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024886,"about_ca_topic_score_gemma":0.05846823,"domain_scores_codex":[0.9948,0.001642001,0.0004136629,0.0007036413,0.001687852,0.0007528506],"domain_scores_gemma":[0.9972598,0.001913424,0.0000721878,0.000278039,0.0002040002,0.0002725728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03620943,0.001699932,0.9526041,0.00002436851,0.00007615043,0.001398358,0.002707595,0.000003526945,0.000007530618,0.0001855851,0.00003795133,0.005045433],"study_design_scores_gemma":[0.02178098,0.005442784,0.9515739,0.0002214664,0.00004836324,0.00009615585,0.01880503,0.00003840463,0.00001667074,0.001783109,0.000007289448,0.0001858601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948711,0.0003489051,0.000002781353,0.0005950475,0.00004335623,0.003773544,0.00008916501,0.00003208451,0.0002439815],"genre_scores_gemma":[0.9959111,0.00003489144,0.00005276197,0.00001291966,0.00006833999,0.003161435,0.0006056487,0.00003664472,0.000116269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05744334,"threshold_uncertainty_score":0.9587123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09445705908980721,"score_gpt":0.3672419748976982,"score_spread":0.272784915807891,"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."}}