{"id":"W4417088415","doi":"10.1093/schbul/sbaf203","title":"Cognitive Functioning and Work in People With Severe Mental Illness Living in Urban and Rural Areas in India","year":2025,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rural area; Unemployment; Psychological intervention; Cognitive skill; Work (physics); Cognition; Mental illness; Welfare","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238861,0.0001625286,0.0001760255,0.001049756,0.0008190816,0.0005737377,0.0002589199,0.0002430126,0.0009416304],"category_scores_gemma":[0.0007498229,0.000156796,0.0003029832,0.0009678658,0.0005387001,0.0002199924,0.0007407057,0.0004555658,0.00009365878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642637,"about_ca_system_score_gemma":0.0005004582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03609335,"about_ca_topic_score_gemma":0.05506258,"domain_scores_codex":[0.9997856,0.00004876256,0.00002198723,0.00002258372,0.00004262721,0.00007842811],"domain_scores_gemma":[0.9994593,0.00006718676,0.0002373327,0.00001858694,0.00004240824,0.0001751548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003138586,0.00003616537,0.997946,0.00001040383,0.00001394683,0.00008717422,0.000869495,0.00001981022,0.00007513755,0.00001824653,0.00003987737,0.0008523705],"study_design_scores_gemma":[0.000001449908,0.00003326486,0.9983531,0.000003749903,0.000004386884,0.00008580991,0.001453554,0.00001790172,0.000007644755,0.00000913004,0.00002860411,0.000001504338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996955,0.00004529262,0.000004141777,0.00003107933,0.00000104042,0.000002418918,0.00004239998,4.364951e-7,0.000177587],"genre_scores_gemma":[0.9998701,0.00003825387,0.00000928837,0.00001218787,0.00000136496,0.000002082169,0.00003130433,1.679682e-7,0.00003531705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03609335,"threshold_uncertainty_score":0.07176656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005488040596524248,"score_gpt":0.2357609100219725,"score_spread":0.2302728694254483,"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."}}