{"id":"W7017355455","doi":"","title":"Assessing the effectiveness of adding gliclazide or pioglitazone in patients with type 2 diabetes using post-market observational data","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Gliclazide; Pioglitazone; Glycemic; Observational study; Type 2 diabetes; Metformin; Glycated hemoglobin; Randomized controlled trial; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05226153,0.0007593145,0.001877402,0.001892383,0.0004895455,0.001545307,0.001297026,0.001634237,0.002212627],"category_scores_gemma":[0.1519289,0.0007702099,0.006791112,0.002154263,0.0005996007,0.001554887,0.00134208,0.001766646,0.0003504929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009591124,"about_ca_system_score_gemma":0.001929996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598932,"about_ca_topic_score_gemma":0.002991715,"domain_scores_codex":[0.9398282,0.03849621,0.01174979,0.004024706,0.00528504,0.0006159568],"domain_scores_gemma":[0.778171,0.1250997,0.07740774,0.01121117,0.006745017,0.001365275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03395667,0.00204727,0.9025961,0.004271239,0.02112056,0.0001425122,0.0005011259,0.002503459,0.0004560742,0.0004253098,0.001302649,0.03067709],"study_design_scores_gemma":[0.007852068,0.02366881,0.9328625,0.001634238,0.01791347,0.0005129549,0.0004950061,0.00911749,0.001264657,0.0008002754,0.003743459,0.0001352735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719005,0.008632862,0.00525696,0.0007995034,0.0002063262,0.002064355,0.008916176,0.00003915606,0.002184209],"genre_scores_gemma":[0.9863856,0.001591404,0.005103737,0.0003942149,0.0001604167,0.001646354,0.004538438,0.00001125797,0.0001686108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05226153,"threshold_uncertainty_score":0.2763887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09837211578284785,"score_gpt":0.3529405015615399,"score_spread":0.2545683857786921,"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."}}