{"id":"W4308360644","doi":"10.1016/j.chest.2022.09.004","title":"Single vs Multiple Inhaler Triple Therapy in the COPD Population","year":2022,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; The Scarborough Hospital","funders":"","keywords":"Medicine; Inhaler; COPD; Population; Intensive care medicine; Physical therapy; Internal medicine; Asthma; 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":[0.002429595,0.0003063561,0.000994811,0.0006732079,0.002931099,0.002123942,0.0007973235,0.02251804,0.007269499],"category_scores_gemma":[0.0178529,0.0003149919,0.0007033586,0.0007863329,0.001246737,0.001754978,0.0007801786,0.01295817,0.002003377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004586617,"about_ca_system_score_gemma":0.003964283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038132,"about_ca_topic_score_gemma":0.02071773,"domain_scores_codex":[0.998198,0.0007683831,0.0002134616,0.0001858282,0.0003012474,0.000333078],"domain_scores_gemma":[0.9924999,0.004558494,0.0003882437,0.0001115322,0.0004567842,0.001985136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0019667,0.0004207409,0.01715191,0.0001745161,0.00007770864,0.01132736,0.0004252743,0.0002191619,0.0005791193,0.005480916,0.9124839,0.04969259],"study_design_scores_gemma":[0.004325841,0.002240593,0.06934968,0.003145239,0.0005549771,0.02973205,0.004731625,0.003195873,0.0009294383,0.04101397,0.8405531,0.0002275633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005605683,0.002292614,0.00003480438,0.9782791,0.006876363,0.0000130703,0.00007047616,0.000008392281,0.006819555],"genre_scores_gemma":[0.05520695,0.003519659,0.0001725675,0.8733222,0.06130559,0.00005896481,0.00006550118,0.00001965883,0.006328819],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02251804,"threshold_uncertainty_score":0.03327841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974528633778372,"score_gpt":0.3053674845232063,"score_spread":0.2556221981854225,"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."}}