{"id":"W3109543701","doi":"10.3122/jabfm.2021.01.200351","title":"Advancing the Patient EXperience (APEX) in COPD Registry: Study Design and Strengths","year":2021,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group; University of Toronto","funders":"Janssen Pharmaceuticals; Grifols; Mylan; Vertex Pharmaceuticals; Baxalta; Purdue University; Novo Nordisk; Intarcia Therapeutics; Teva Pharmaceutical Industries; Sanofi; GlaxoSmithKline; Pfizer; National Jewish Health; Boehringer Ingelheim; Amgen; AstraZeneca; Eli Lilly and Company; Covis Pharma; Sunovion","keywords":"Medicine; Psychological intervention; COPD; Family medicine; Delphi method; Health care; Medical emergency; Nursing","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":[0.1171743,0.001194522,0.002515358,0.003340058,0.002504793,0.004042686,0.003033364,0.00268489,0.00683862],"category_scores_gemma":[0.1257376,0.002253419,0.001852222,0.006699331,0.002361126,0.006450926,0.005647575,0.002369012,0.002219837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566823,"about_ca_system_score_gemma":0.01752339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536644,"about_ca_topic_score_gemma":0.009770428,"domain_scores_codex":[0.9070064,0.06724212,0.01202805,0.004074256,0.00739375,0.002255492],"domain_scores_gemma":[0.9100273,0.04041598,0.01268892,0.0109745,0.02088549,0.005007821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02971024,0.01872395,0.6436084,0.02322818,0.003146551,0.00229555,0.02697594,0.002965695,0.0008128863,0.0169906,0.04934895,0.1821931],"study_design_scores_gemma":[0.03502589,0.04959141,0.5770814,0.02447633,0.005815054,0.004298344,0.05464562,0.009182873,0.002267725,0.02157822,0.2149103,0.00112685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3771002,0.008249112,0.03802817,0.008652976,0.001418386,0.5323157,0.01940722,0.0002358762,0.01459237],"genre_scores_gemma":[0.2302473,0.001545153,0.05390451,0.004788922,0.0009040756,0.7028675,0.004548911,0.0001169107,0.001076767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1171743,"threshold_uncertainty_score":0.6196843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755933931247457,"score_gpt":0.3380226595300621,"score_spread":0.3104633202175875,"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."}}