{"id":"W2461867928","doi":"10.1017/s1121189x00002281","title":"Do findings from new trials for schizophrenia fit with existing evidence: not duped … just beguiled?","year":2007,"lang":"en","type":"article","venue":"Epidemiologia e Psichiatria Sociale","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Enthusiasm; Schizophrenia (object-oriented programming); Psychiatry; Chlorpromazine; Psychology; Psychotherapist; Medicine; Pharmacology; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01272561,0.0005765166,0.002260135,0.0002694541,0.0006032123,0.00009269602,0.0003812271,0.0005367193,0.0005337063],"category_scores_gemma":[0.05133158,0.0004027069,0.0008180623,0.0005930768,0.0002021782,0.0002184879,0.0001258775,0.0007057545,0.0001501274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900474,"about_ca_system_score_gemma":0.002000084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095855,"about_ca_topic_score_gemma":0.001341767,"domain_scores_codex":[0.9944801,0.0006526021,0.001728823,0.001097002,0.0006886752,0.001352806],"domain_scores_gemma":[0.9712536,0.02597312,0.0007898532,0.0007245162,0.0003722832,0.00088659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3113603,0.0008163984,0.4004422,0.0003658549,0.004186445,0.0003126478,0.00200637,0.00002438144,0.005365098,0.03007976,0.1175963,0.1274441],"study_design_scores_gemma":[0.1070895,0.007858257,0.7724079,0.002442273,0.006389794,0.00007830163,0.003259097,0.0003257191,0.0124128,0.07977744,0.005529763,0.002429107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731284,0.004419169,0.006725707,0.01082089,0.0007925379,0.003316077,0.0001918929,0.0003189526,0.0002863206],"genre_scores_gemma":[0.7754332,0.0002926337,0.2155499,0.0008936717,0.005952756,0.00017822,0.0002032016,0.00008507343,0.00141125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719657,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3795455819690696,"score_gpt":0.4590657360432732,"score_spread":0.07952015407420365,"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."}}