{"id":"W3157856510","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1638","title":"Prescription Pathways from Initial Medication Use to Triple Therapy in Oder Individuals with COPD: A Real-World Population Study","year":2021,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Public Health; University of Ottawa; Health Sciences Centre; Sunnybrook Hospital; Toronto Western Hospital; Ottawa Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medical prescription; COPD; Medicine; Population; Psychiatry; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000952389,0.0004493304,0.0006682586,0.0009396681,0.001197239,0.002037314,0.0009368798,0.001362357,0.002707708],"category_scores_gemma":[0.005185945,0.0007748193,0.001653331,0.002005595,0.0006143446,0.001863323,0.001519422,0.002113232,0.0004792949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209882,"about_ca_system_score_gemma":0.001166989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03861425,"about_ca_topic_score_gemma":0.05296186,"domain_scores_codex":[0.9984913,0.0004529028,0.0001772941,0.0004268514,0.0001215769,0.000330137],"domain_scores_gemma":[0.9971945,0.000556625,0.001213469,0.000289255,0.0002261524,0.0005199621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004441364,0.0003843458,0.9971071,0.000027485,0.0002151651,0.0001420663,0.0004381304,0.0000532737,0.00007656065,0.00004764274,0.0002168663,0.0008473263],"study_design_scores_gemma":[0.0000860458,0.0003320693,0.9962822,0.00002487296,0.0001640253,0.0003457792,0.001955932,0.0004617372,0.00002709905,0.00008261358,0.00021656,0.00002116365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988841,0.0001108137,0.00006061011,0.00007497809,0.000005596105,0.00002003006,0.0006129547,0.000002894443,0.000227941],"genre_scores_gemma":[0.9988072,0.0001077193,0.0001035612,0.00007101621,0.000008883908,0.00002594074,0.0007051005,0.000003583991,0.0001668891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861425,"threshold_uncertainty_score":0.07677895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431593378951078,"score_gpt":0.3479734733805879,"score_spread":0.2836575395910771,"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."}}