{"id":"W2013428750","doi":"10.1192/bjp.187.48.s77","title":"Rational pharmacotherapy in early psychosis","year":2005,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychosis; Pharmacotherapy; Antipsychotic; Psychiatry; Schizophrenia (object-oriented programming); Medicine; Psychology; Population; Dosing; Clinical trial; Pharmacology; Internal medicine","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":[0.002658598,0.0004071747,0.0006709836,0.0008808588,0.0003819657,0.00093699,0.0003789596,0.001612079,0.001984297],"category_scores_gemma":[0.008641711,0.0001555249,0.0002580394,0.0003847382,0.001490852,0.0009180925,0.0009201601,0.002777869,0.0003609651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408219,"about_ca_system_score_gemma":0.002579732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356609,"about_ca_topic_score_gemma":0.003551302,"domain_scores_codex":[0.9983799,0.001102273,0.0001297244,0.00006406104,0.0002542399,0.00006978075],"domain_scores_gemma":[0.9971582,0.001983333,0.0003219056,0.00008273276,0.0002223996,0.0002314423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001610979,0.0009074884,0.01211725,0.004769733,0.0002817516,0.004773061,0.001428889,0.005139561,0.001698407,0.1100924,0.07205086,0.7851296],"study_design_scores_gemma":[0.002917042,0.002160262,0.02942833,0.01073453,0.0004140214,0.008589705,0.001943339,0.009372589,0.001705497,0.527968,0.4046331,0.0001337466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05558209,0.4039951,0.01316494,0.4623816,0.002320099,0.0002571053,0.0002152484,0.0002137464,0.06187004],"genre_scores_gemma":[0.6866693,0.2397811,0.02107486,0.04359752,0.003363424,0.0003656171,0.0001337896,0.00003400952,0.004980403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002658598,"threshold_uncertainty_score":0.01406014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509094611351139,"score_gpt":0.317982496110411,"score_spread":0.3028915499968996,"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."}}