{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042141,0.0001434823,0.000327779,0.0007629185,0.0004527431,0.0006448654,0.000208476,0.0004255743,0.00101668],"category_scores_gemma":[0.002829017,0.0001809522,0.0003098616,0.001014406,0.0002425298,0.0004327319,0.0003699922,0.0006110353,0.0001580848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042731,"about_ca_system_score_gemma":0.0004542616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005929076,"about_ca_topic_score_gemma":0.007458892,"domain_scores_codex":[0.9991228,0.0002393424,0.00009474897,0.0001622313,0.000274403,0.0001064516],"domain_scores_gemma":[0.9981817,0.0003800516,0.0009386393,0.00008308444,0.0002115189,0.0002050074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001095763,0.00003560505,0.9992048,0.000005137961,0.00001627972,0.00003272045,0.00004137689,0.00001143517,0.00004033065,0.000003157094,0.00004564891,0.0005526269],"study_design_scores_gemma":[0.000001603444,0.00006545176,0.9996131,0.000002547438,0.000007375102,0.0001463023,0.00005470003,0.00005653412,0.00001216623,0.000005043807,0.00003450046,6.887065e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989187,0.0002277932,0.000065171,0.00008259965,0.000004221915,0.00001357667,0.0002704689,0.000003799537,0.0004137337],"genre_scores_gemma":[0.9996629,0.00007392113,0.00004771241,0.00003544326,0.000009140859,0.000007450306,0.0001265656,4.111283e-7,0.00003645547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005929076,"threshold_uncertainty_score":0.01178914,"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."}}