{"id":"W4381191203","doi":"10.3329/cemecj.v6i2.67074","title":"Predictors of 6-month follow-up Outcome of Drug Treatment in Schizophrenia in a tertiary hospital of Bangladesh","year":2023,"lang":"en","type":"article","venue":"Central Medical College Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Marital status; Population; Psychopathology; Outcome (game theory); Psychiatry; Multivariate analysis; Diagnosis of schizophrenia; Pediatrics; Internal medicine; Psychosis","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":[0.0003291433,0.0001705175,0.0002547243,0.0004635553,0.0008114653,0.0004633924,0.0003001733,0.0003607396,0.002376805],"category_scores_gemma":[0.002056845,0.0001324175,0.0002327035,0.0006364608,0.0002480094,0.000275985,0.0005472826,0.0005829639,0.0003348703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008067998,"about_ca_system_score_gemma":0.0006521381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01796187,"about_ca_topic_score_gemma":0.02772996,"domain_scores_codex":[0.9997187,0.00006654971,0.00004505354,0.00002731241,0.00004941344,0.00009292542],"domain_scores_gemma":[0.9982051,0.0001803975,0.000816569,0.00003544728,0.0002058389,0.0005567285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008045075,0.00003740604,0.9983189,0.000008710517,0.000007349233,0.0001482245,0.0002117167,0.00002067828,0.0001259893,0.000006095756,0.000102604,0.0009319914],"study_design_scores_gemma":[0.000006085606,0.0001307432,0.9986641,0.000015068,0.000006031421,0.0002070553,0.0007458165,0.0000713168,0.00003793299,0.0000104596,0.00009985905,0.000005517279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994393,0.0001000596,0.000008265449,0.00009667644,0.000002916587,0.000005320948,0.0001326066,0.000001331689,0.0002136678],"genre_scores_gemma":[0.9996647,0.00007813957,0.00001574473,0.0000163609,0.000002918853,0.000004757761,0.0001288187,5.379814e-7,0.00008821891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796187,"threshold_uncertainty_score":0.03571463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182487225526472,"score_gpt":0.3234301306329043,"score_spread":0.3051814080802571,"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."}}