{"id":"W3119505992","doi":"10.2139/ssrn.3736709","title":"The Physical Health of People With Severe Mental Illness in South Asia: A Cross-Sectional Multi-Country Survey","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Cross-sectional study; Mental health; Mental illness; Medicine; Psychiatry; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007379203,0.0003439831,0.0003912206,0.0006398762,0.0005372364,0.0005995739,0.0004004049,0.0006713392,0.001316063],"category_scores_gemma":[0.001074785,0.0005252223,0.000732592,0.001289489,0.000369398,0.0008822595,0.001080011,0.000770982,0.0003040423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004703308,"about_ca_system_score_gemma":0.0005423286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02885724,"about_ca_topic_score_gemma":0.03913988,"domain_scores_codex":[0.9996501,0.00009382999,0.00006577457,0.00006325442,0.00004999253,0.00007693692],"domain_scores_gemma":[0.9992606,0.00008101709,0.0003032781,0.0000472272,0.00009027513,0.0002175761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003070687,0.00003287665,0.9989396,0.00002015177,0.00005407427,0.00004132837,0.0003586187,0.00001251352,0.0001136539,0.000006334642,0.00007450104,0.0003155796],"study_design_scores_gemma":[0.000002217032,0.00004091889,0.9986632,0.0000070063,0.00001577315,0.00004557646,0.00112917,0.00002203694,0.000009904279,0.000003249643,0.00005909934,0.000001968006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985808,0.0001065647,0.00003163636,0.00007357646,0.000005144065,0.00001557109,0.0008794611,0.000001283856,0.0003059176],"genre_scores_gemma":[0.9989551,0.0001593495,0.00004928989,0.00008188954,0.000004249801,0.00002197864,0.000567875,8.715191e-7,0.0001591821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885724,"threshold_uncertainty_score":0.05737853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109774880998312,"score_gpt":0.3133223299271304,"score_spread":0.2922245811171473,"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."}}