{"id":"W1991056746","doi":"10.1016/j.clinthera.2014.12.014","title":"Limited Impact of Drug Exposure Misclassification From Non-Benefit Thiazolidinedione Drug Use on Mortality and Hospitalizations From Saskatchewan, Canada: A Cohort Study","year":2015,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; Alliance for Canadian Health Outcomes Research in Diabetes; University of Alberta; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Drug; Hazard ratio; Medical prescription; Cohort; Pharmacoepidemiology; Population; Cohort study; Prescription drug; Emergency medicine; Internal medicine; Pharmacology; Environmental health; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005477807,0.0002116118,0.0006105657,0.00003674874,0.00005427259,0.00002626124,0.0001763026,0.0001293734,0.00009605677],"category_scores_gemma":[0.0003434893,0.0001646694,0.0001106,0.0002327477,0.0001446476,0.0000791397,0.00003714289,0.0003340899,0.00001533386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413779,"about_ca_system_score_gemma":0.001204995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2286415,"about_ca_topic_score_gemma":0.1067575,"domain_scores_codex":[0.997683,0.0001674271,0.0009014718,0.0004591788,0.0006165095,0.0001724433],"domain_scores_gemma":[0.9969994,0.0007658116,0.0004077305,0.0009195222,0.0004868469,0.0004206449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957797,0.001103043,0.9918603,0.000004876227,0.0006541398,0.00000501468,0.001075269,0.00002789206,0.00008983698,0.000008701648,0.004057367,0.0009177251],"study_design_scores_gemma":[0.002357535,0.0005105991,0.9897614,0.00008593411,0.0004957383,4.566393e-7,0.002957678,0.003046515,0.0001014524,0.0002264821,0.0003009753,0.0001552586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970987,0.0002169536,0.000297905,0.0008687692,0.0003075851,0.0009022617,0.0001489823,0.00003537685,0.0001234548],"genre_scores_gemma":[0.9966648,0.0001465973,0.0002952162,0.001273465,0.0002221938,0.00003865633,0.0003226924,0.00002351774,0.001012919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121884,"threshold_uncertainty_score":0.9095418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900087075537795,"score_gpt":0.4048824680940676,"score_spread":0.2148737605402881,"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."}}