{"id":"W3168191555","doi":"10.1186/s13223-021-00540-7","title":"Primary prescription adherence for obstructive lung disease in a primary care population","year":2021,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Medical prescription; COPD; Asthma; Population; Logistic regression; Obstructive lung disease; Polypharmacy; Retrospective cohort study; Pharmacy; Internal medicine; Pediatrics; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146732,0.0001152291,0.0003418439,0.0000409419,0.00005636088,0.000009728228,0.00006883797,0.0001747989,0.0001674449],"category_scores_gemma":[0.0003022146,0.0001114787,0.00009736017,0.0001099417,0.000129641,0.00009772348,0.00006572142,0.0002497068,0.0000208006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006792637,"about_ca_system_score_gemma":0.0002752132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004259513,"about_ca_topic_score_gemma":0.0000331319,"domain_scores_codex":[0.9986625,0.0001261881,0.0004900533,0.0004203749,0.0001063893,0.0001945294],"domain_scores_gemma":[0.9991168,0.0001822933,0.0001241858,0.0002789398,0.0001806853,0.0001170329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002837525,0.0006276782,0.7156726,0.0004734877,0.0003306518,0.0001012778,0.0003134471,0.000005537594,0.001426123,0.003645505,0.0007315832,0.2738346],"study_design_scores_gemma":[0.002517788,0.0002369024,0.9892033,0.0002268512,0.00002855899,0.00001611365,0.0002566372,0.0002805908,0.00001715602,0.0008173641,0.006291634,0.0001070478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854428,0.01033596,0.0009340584,0.0008430546,0.0004656114,0.0004504208,0.00001028549,0.0000331325,0.001484657],"genre_scores_gemma":[0.9913335,0.002379921,0.001591604,0.00146207,0.0001324421,0.000166169,0.0009018704,0.00001341009,0.002019023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2737276,"threshold_uncertainty_score":0.454597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295628292306148,"score_gpt":0.3344602412408891,"score_spread":0.3048974120102743,"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."}}