{"id":"W2563197097","doi":"10.2147/copd.s117196","title":"The use of multiple respiratory inhalers requiring different inhalation techniques has an adverse effect on COPD outcomes","year":2016,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Medical Research Council; Engineering and Physical Sciences Research Council; Eli Lilly and Company; AstraZeneca; Respiratory Effectiveness Group; Teva Pharmaceutical Industries; Pfizer; British Lung Foundation; Sanofi; Amgen; Pearl Therapeutics; Mylan; GlaxoSmithKline","keywords":"Medicine; COPD; Cohort; Rate ratio; Confidence interval; Odds ratio; Cohort study; Propensity score matching; Inhaler; Internal medicine; Physical therapy; Asthma","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":[0.005145918,0.000362943,0.0005877225,0.0009568667,0.0004912553,0.000854936,0.0003837508,0.0005994564,0.002041813],"category_scores_gemma":[0.01636397,0.0002504693,0.001565387,0.0008433762,0.0003894945,0.0005567465,0.0008997108,0.0007321282,0.0002400356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386525,"about_ca_system_score_gemma":0.0004996496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291023,"about_ca_topic_score_gemma":0.001602383,"domain_scores_codex":[0.9952053,0.001386789,0.0006014555,0.0006439127,0.001772122,0.0003904625],"domain_scores_gemma":[0.9706544,0.01086783,0.01429842,0.00155679,0.001226991,0.001395554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007783645,0.00007499062,0.9940304,0.00004438504,0.0002958578,0.00004033329,0.00001866456,0.00005753648,0.0001712326,0.0000131245,0.00006082902,0.004414227],"study_design_scores_gemma":[0.00001680814,0.0004904484,0.9988469,0.00002154793,0.0001555273,0.0001704562,0.00002144815,0.0001038558,0.0000844841,0.00002341725,0.00006185949,0.000003122261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964548,0.001746945,0.0001948871,0.0001349942,0.00002695336,0.00004079306,0.0004134903,0.000005383434,0.0009816297],"genre_scores_gemma":[0.9991405,0.0002997868,0.0001560584,0.00004922631,0.00004021069,0.000019254,0.0002220469,0.000002030623,0.00007074311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005145918,"threshold_uncertainty_score":0.02721459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06862695067751831,"score_gpt":0.3278481840964401,"score_spread":0.2592212334189218,"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."}}