{"id":"W4286912671","doi":"","title":"Measuring Medication Adherence in a Population-Based Asthma Administrative Pharmacy Database: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Meta-analysis; Medicine; Asthma; Population; Database; Medication adherence; Systematic review; MEDLINE; Family medicine; Computer science; Environmental health; Internal medicine; Political science","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":[0.04065834,0.002218717,0.02016466,0.0138782,0.0008813391,0.004016931,0.003316307,0.00265724,0.00211453],"category_scores_gemma":[0.1072953,0.002092924,0.02774792,0.01699773,0.0009122994,0.003015716,0.002194853,0.001684049,0.0002309047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00439105,"about_ca_system_score_gemma":0.008583379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007307311,"about_ca_topic_score_gemma":0.0182332,"domain_scores_codex":[0.9432473,0.02859436,0.01876367,0.00261482,0.006162283,0.0006177432],"domain_scores_gemma":[0.8850719,0.08910564,0.01584178,0.002636241,0.006695045,0.0006493702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001661042,0.00007923245,0.01233359,0.4949968,0.4704068,0.0001485564,0.0002522506,0.0004682052,0.0001375291,0.0001719106,0.0005490947,0.01879494],"study_design_scores_gemma":[0.001421859,0.0004702467,0.01029401,0.07882565,0.9060243,0.0001558309,0.0001875733,0.0004779582,0.0001804867,0.000206665,0.001688023,0.00006731272],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01946824,0.974202,0.001600179,0.0005359247,0.0002089307,0.002063821,0.001473644,0.00004136269,0.0004058963],"genre_scores_gemma":[0.3306097,0.6452115,0.01218629,0.001022883,0.0002382062,0.008671023,0.001764282,0.00003035956,0.0002656751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04065834,"threshold_uncertainty_score":0.2150244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7545883435584465,"score_gpt":0.6553789934697484,"score_spread":0.09920935008869813,"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."}}