{"id":"W2345676570","doi":"10.1016/j.jval.2016.03.1832","title":"Cholinesterase Inhibitor Utilization: The Impact of Provincial Drug Policy on Discontinuation","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Galantamine; Hazard ratio; Discontinuation; Rivastigmine; Donepezil; Medicine; Population; Proportional hazards model; Internal medicine; Confidence interval; Cohort; Persistence (discontinuity); Cohort study; Propensity score matching; Dementia; Disease; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005777698,0.000124768,0.000660366,0.000890295,0.001422117,0.003400166,0.001303049,0.001566561,0.004689455],"category_scores_gemma":[0.04819376,0.0002621293,0.001297475,0.00317447,0.001315022,0.001085978,0.001607457,0.002050382,0.0001463936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03643962,"about_ca_system_score_gemma":0.06155985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8527249,"about_ca_topic_score_gemma":0.8914472,"domain_scores_codex":[0.9911327,0.002902586,0.0003716256,0.0002869349,0.001659123,0.003647113],"domain_scores_gemma":[0.9662572,0.01669618,0.006733677,0.000815851,0.004739582,0.004757451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004062681,0.0005737389,0.8855914,0.0003127639,0.0004615614,0.0003107222,0.001421208,0.005345125,0.0005330459,0.03106472,0.01126878,0.05905427],"study_design_scores_gemma":[0.0002663029,0.0002998102,0.9736663,0.0002815282,0.000300498,0.0001427253,0.002220601,0.005118936,0.0004771817,0.005439723,0.01175491,0.00003152929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028233,0.005198169,0.0004861518,0.06263953,0.0001607093,0.00006716984,0.004157518,0.00002147844,0.02444597],"genre_scores_gemma":[0.9957216,0.0007877477,0.0001087476,0.001443496,0.00004303042,0.000009545119,0.0002589033,0.000005800836,0.00162106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8527249,"threshold_uncertainty_score":0.2962849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06013867219358992,"score_gpt":0.4119118203197864,"score_spread":0.3517731481261965,"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."}}