{"id":"W2412277495","doi":"10.9778/cmajo.20150095","title":"Trends in the use and cost of antipsychotics among older adults from 2007 to 2013: a repeated cross-sectional study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Quetiapine; Olanzapine; Risperidone; Ziprasidone; Aripiprazole; Medicine; Atypical antipsychotic; Psychiatry; Antipsychotic; Population; Medical prescription; Paliperidone; Cross-sectional study; Typical antipsychotic; Pediatrics; Schizophrenia (object-oriented programming); Environmental health; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007766947,0.0002778447,0.0004574162,0.00122607,0.0005656573,0.0007132391,0.0008158878,0.000453046,0.0007976214],"category_scores_gemma":[0.002292256,0.000344395,0.000831638,0.002893869,0.0002705668,0.0004491743,0.000511612,0.0004859957,0.0002172082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00457591,"about_ca_system_score_gemma":0.002827757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5879982,"about_ca_topic_score_gemma":0.6711704,"domain_scores_codex":[0.9991301,0.00009245553,0.0001333398,0.0001700115,0.0003224342,0.0001516517],"domain_scores_gemma":[0.9969303,0.0001240617,0.001462019,0.0001211441,0.001066671,0.0002958856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000230495,0.00001319181,0.9992636,0.00001138247,0.00005046217,0.0000115746,0.00004585798,0.00002149495,0.00003515246,0.000005050181,0.0001848012,0.0003344951],"study_design_scores_gemma":[0.000002036965,0.00001258361,0.999694,0.00000379465,0.00001353857,0.00002212711,0.00005396277,0.00006223896,0.00001058182,0.000001492846,0.0001222108,0.000001614411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877849,0.0004178089,0.00009299763,0.0001097264,0.000006926797,0.0000363463,0.01088888,0.00001099144,0.0006514143],"genre_scores_gemma":[0.9927464,0.0003079782,0.0001683046,0.00009392107,0.00001355102,0.00004255894,0.006340755,0.000004028828,0.0002823791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5879982,"threshold_uncertainty_score":0.8288563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07706434704410349,"score_gpt":0.3850535032926481,"score_spread":0.3079891562485447,"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."}}