{"id":"W2461882808","doi":"10.1111/acps.12621","title":"Comparative effectiveness and safety of antipsychotic drugs in schizophrenia treatment: a real‐world observational study","year":2016,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Institut universitaire en santé mentale de Montréal; Université Laval; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; McGill University; Douglas Mental Health University Institute; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Observational study; Schizophrenia (object-oriented programming); Antipsychotic; Psychiatry; Medicine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004702008,0.0003247552,0.0007480518,0.0009913972,0.000453405,0.000869865,0.0005931901,0.0007588201,0.001205804],"category_scores_gemma":[0.01598274,0.0002529995,0.001370373,0.001971609,0.0005250779,0.0005897777,0.0006120916,0.00066989,0.0001265127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666873,"about_ca_system_score_gemma":0.001284277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02653339,"about_ca_topic_score_gemma":0.02239622,"domain_scores_codex":[0.9928133,0.003956917,0.001016711,0.0007320444,0.001078851,0.0004020489],"domain_scores_gemma":[0.9825013,0.00467597,0.01006533,0.000952226,0.0009468778,0.0008583235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001657461,0.000149075,0.9946746,0.00007868889,0.001318941,0.00005994145,0.00006769312,0.0001852583,0.00009321361,0.00005250851,0.0001369003,0.001525614],"study_design_scores_gemma":[0.0001958058,0.0008331489,0.99734,0.00003363274,0.0003062709,0.0001830743,0.0001610619,0.0005634914,0.00004543891,0.0000419073,0.0002808188,0.00001530757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974431,0.0008032362,0.000113679,0.00008427587,0.000008785725,0.00003039445,0.001299828,0.000001759644,0.0002150051],"genre_scores_gemma":[0.998218,0.0002902181,0.0001174599,0.0000446071,0.00001566004,0.00002427164,0.001256403,0.000001230834,0.0000321162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653339,"threshold_uncertainty_score":0.05275792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367802485642059,"score_gpt":0.3639876515838654,"score_spread":0.3103096267274448,"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."}}