{"id":"W4229058069","doi":"10.1002/wps.20977","title":"Reappraising the variability of effects of antipsychotic medication in schizophrenia: a meta‐analysis","year":2022,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Medical Research Council; King's College London; Canadian Institutes of Health Research; National Institute for Health and Care Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Maudsley Charity; Wellcome Trust; University of Toronto; South London and Maudsley NHS Foundation Trust; National Science Foundation","keywords":"Schizophrenia (object-oriented programming); Antipsychotic; Placebo; Medicine; Positive and Negative Syndrome Scale; Meta-analysis; Psychiatry; Correlation; Internal medicine; Clinical trial; Clinical psychology; Psychosis; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08692107,0.005396049,0.02290084,0.01300983,0.0007887306,0.006303725,0.003867483,0.002950247,0.00186148],"category_scores_gemma":[0.09975374,0.003223454,0.07426766,0.01139503,0.001346705,0.003175267,0.003390387,0.00398546,0.0003563963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342283,"about_ca_system_score_gemma":0.002177255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005432415,"about_ca_topic_score_gemma":0.006993943,"domain_scores_codex":[0.9266512,0.05097164,0.01083578,0.005794552,0.005060986,0.0006858748],"domain_scores_gemma":[0.9016181,0.08183312,0.005791476,0.007346583,0.002934554,0.0004761396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007098236,0.000007606229,0.003750979,0.01068509,0.9794917,0.00008268007,0.00003480299,0.001323272,0.0002101521,0.000146002,0.0001845735,0.003373273],"study_design_scores_gemma":[0.0003412275,0.0001335923,0.004223556,0.001749092,0.9900671,0.00007841267,0.00004264174,0.001323574,0.0001688091,0.0008342456,0.001005693,0.00003204121],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02529474,0.9389327,0.03018293,0.0009207487,0.001154208,0.000772493,0.001437811,0.0004601696,0.0008441951],"genre_scores_gemma":[0.7614732,0.20088,0.02956882,0.00153184,0.0007694545,0.002579409,0.002021873,0.00034646,0.0008288623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08692107,"threshold_uncertainty_score":0.4596881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097380696208798,"score_gpt":0.3116197843197607,"score_spread":0.2906459773576727,"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."}}