{"id":"W2029337433","doi":"10.1016/j.psychres.2013.03.014","title":"Antipsychotic polypharmacy: A Japanese survey of prescribers' attitudes and rationales","year":2013,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Astellas Foundation for Research on Metabolic Disorders","keywords":"Polypharmacy; Antipsychotic; Medicine; Psychology; Psychiatry; Pharmacology; Schizophrenia (object-oriented programming)","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":[0.001129493,0.0002385908,0.0003815561,0.001088125,0.0007612486,0.0005839894,0.0002389127,0.0006663231,0.001593279],"category_scores_gemma":[0.003903073,0.0004631379,0.0006005372,0.001295199,0.0003672787,0.000619077,0.0005349521,0.0006457902,0.0002801581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007142836,"about_ca_system_score_gemma":0.001115068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115609,"about_ca_topic_score_gemma":0.03397612,"domain_scores_codex":[0.9992644,0.0001948385,0.0001791034,0.0000813483,0.0001743857,0.0001058656],"domain_scores_gemma":[0.9942226,0.001268107,0.002698959,0.0001544914,0.0006766285,0.0009791804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006429736,0.00007920743,0.9959332,0.00003102627,0.00004603894,0.0001065025,0.001289762,0.00001381758,0.000289439,0.00001520007,0.0001834675,0.001948209],"study_design_scores_gemma":[0.00001217972,0.00009042113,0.9970791,0.00001617347,0.00004466427,0.0002350805,0.001876823,0.00009113223,0.00005081703,0.000006592593,0.0004899263,0.000007094248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986444,0.0002664405,0.00003476897,0.0001609151,0.000006230447,0.0000118918,0.0001516705,0.000001540229,0.0007221623],"genre_scores_gemma":[0.9985246,0.0004897835,0.0001313879,0.0002915149,0.00001575535,0.00001232152,0.0002046704,0.000002481108,0.0003275869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115609,"threshold_uncertainty_score":0.04206592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09739099376752834,"score_gpt":0.4176743032709394,"score_spread":0.3202833095034111,"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."}}