{"id":"W4405965079","doi":"10.21315/mjms2024.31.6.14","title":"Predictors of Psychosocial Functioning Among Long-stay Schizophrenia Patients in a Malaysian Mental Institution","year":2024,"lang":"en","type":"article","venue":"Malaysian Journal of Medical Sciences","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Schizophrenia (object-oriented programming); Brief Psychiatric Rating Scale; Psychopathology; Psychiatry; Medicine; Clinical psychology; Cognition; Psychology; Psychosis","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":[0.0003365578,0.0002278236,0.0001717847,0.0005358909,0.0006014824,0.0005809266,0.0002089237,0.0002055669,0.001559526],"category_scores_gemma":[0.001080817,0.0001495522,0.0002424778,0.0004789383,0.0003223259,0.0002700424,0.0006132761,0.0004609281,0.0001474811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006155754,"about_ca_system_score_gemma":0.0007354845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082566,"about_ca_topic_score_gemma":0.0198642,"domain_scores_codex":[0.9997801,0.00004246071,0.00003494595,0.00002183175,0.00004621003,0.00007438241],"domain_scores_gemma":[0.9990158,0.00006805616,0.0004627916,0.00001861049,0.00008521246,0.0003494064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001453571,0.00001767187,0.9991825,0.000005489442,0.000006707997,0.00005118463,0.0001234716,0.00001224777,0.00007242116,0.000003731487,0.00003518724,0.00047489],"study_design_scores_gemma":[0.000001087762,0.0000456933,0.998906,0.00000730256,0.000003901393,0.0001278515,0.0007877809,0.00004130519,0.0000175031,0.000004425085,0.00005489119,0.000002147903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997571,0.00004899536,0.000007003688,0.00003458912,0.000001500216,0.000002644401,0.00005735003,5.349665e-7,0.00009022357],"genre_scores_gemma":[0.9998129,0.00005319738,0.00001658492,0.000009544369,0.000001835151,0.000002256121,0.00005964042,2.700448e-7,0.00004368637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082566,"threshold_uncertainty_score":0.02152532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906048570450218,"score_gpt":0.3110423604550399,"score_spread":0.2919818747505377,"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."}}