{"id":"W2291510507","doi":"10.14288/1.0074010","title":"Asthma drug regimen optimality and health services utilization : a population-based analysis in British Columbia","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regimen; Population; Asthma; Medicine; Drug; Environmental health; Family medicine; Pharmacology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006800357,0.0003614717,0.000700094,0.001776038,0.001790002,0.001515041,0.001714063,0.0006671491,0.002170983],"category_scores_gemma":[0.002252621,0.0006227606,0.0007262242,0.005934734,0.0006352506,0.0003860721,0.001257063,0.001076034,0.0003575077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01552263,"about_ca_system_score_gemma":0.0119364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790137,"about_ca_topic_score_gemma":0.9836136,"domain_scores_codex":[0.9988122,0.0001476962,0.0001083582,0.0002208979,0.0003657565,0.0003450509],"domain_scores_gemma":[0.9976585,0.0002229898,0.0005166694,0.0001336635,0.0008260898,0.0006421546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005486156,0.00004490388,0.9967675,0.00002654954,0.0000915131,0.00008905581,0.0002072196,0.0001326844,0.00008348461,0.00002345846,0.0008908146,0.00158796],"study_design_scores_gemma":[0.000008588912,0.00001718932,0.998535,0.00002526712,0.00003174607,0.00005135773,0.0004875682,0.0004817661,0.00001918752,0.0000110279,0.0003242908,0.000007052499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946168,0.0004655567,0.00006026847,0.0001885709,0.000006683576,0.00003447256,0.003806651,0.00001005632,0.0008110144],"genre_scores_gemma":[0.9971711,0.0003138505,0.0001038947,0.0001052333,0.000003706413,0.00002642885,0.001817566,0.000005412878,0.0004528972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02098626,"threshold_uncertainty_score":0.1126251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703319251099187,"score_gpt":0.23395851469553,"score_spread":0.2169253221845382,"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."}}