{"id":"W4401352156","doi":"10.1513/annalsats.202402-130oc","title":"The Impact of Eliminating Out-of-Pocket Payments on Asthma Medication Use","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Centre for Advancing Health Outcomes; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"British Columbia Lung Association","keywords":"Medicine; Asthma; Bronchodilator Agents; Intensive care medicine; Payment; MEDLINE; Bronchodilator; Internal medicine; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007978245,0.0004590595,0.0005890768,0.0008327509,0.0006351029,0.001448411,0.001641476,0.0008091319,0.002560231],"category_scores_gemma":[0.0338613,0.0002861264,0.001945498,0.001282151,0.001109894,0.0005556793,0.00102176,0.001325058,0.0001554934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607519,"about_ca_system_score_gemma":0.004204854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1306888,"about_ca_topic_score_gemma":0.0848944,"domain_scores_codex":[0.9857916,0.007854893,0.001123826,0.00180874,0.001908152,0.001512869],"domain_scores_gemma":[0.9706963,0.01279529,0.01120107,0.00178755,0.002092045,0.001427794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002674451,0.0007066855,0.9804263,0.0001701407,0.0009370207,0.00006918669,0.0001959575,0.002746777,0.000232997,0.0004245362,0.000783248,0.01063251],"study_design_scores_gemma":[0.000241406,0.001425071,0.9858612,0.00006457054,0.0006415827,0.00005792516,0.0001947176,0.009460458,0.0004089563,0.0004084371,0.001217235,0.00001843183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925295,0.0005213208,0.001423593,0.0006043357,0.00006384216,0.0001977354,0.003143433,0.00001853559,0.001497681],"genre_scores_gemma":[0.9969832,0.0001086385,0.001048014,0.0001946078,0.00003577919,0.0001516639,0.001046347,0.000004589425,0.0004271643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306888,"threshold_uncertainty_score":0.2598563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820105003837041,"score_gpt":0.483791244440285,"score_spread":0.301780744056581,"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."}}