{"id":"W4410735753","doi":"10.1016/j.cct.2025.107961","title":"Protocol for a pragmatic trial to enhance quality safety, and patient experience in chronic obstructive pulmonary disease (EQuiP-COPD)","year":2025,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; COPD; Exacerbation; Quality of life (healthcare); Intensive care medicine; Pharmacist; Population; Randomized controlled trial; Clinical trial; Health care; Physical therapy; Family medicine; Nursing; Pharmacy; Internal medicine; 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":[0.07874585,0.005410539,0.006711952,0.003395504,0.005760192,0.005383855,0.00250819,0.01532706,0.1557884],"category_scores_gemma":[0.1084401,0.004689688,0.007922399,0.002621627,0.005418285,0.00433048,0.004576416,0.01354334,0.03416862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006408823,"about_ca_system_score_gemma":0.01941872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482257,"about_ca_topic_score_gemma":0.002812419,"domain_scores_codex":[0.9184889,0.05375692,0.01357435,0.003943069,0.005930158,0.0043067],"domain_scores_gemma":[0.9373171,0.02901958,0.01000897,0.008879063,0.008566071,0.006209193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6545786,0.01004717,0.001370926,0.04621707,0.00429784,0.0005293313,0.001304902,0.002858676,0.003193604,0.0286865,0.1337866,0.1131288],"study_design_scores_gemma":[0.8733357,0.0119413,0.001568827,0.007079323,0.0009608922,0.0001147659,0.0001053416,0.001111686,0.00086341,0.01268078,0.09010275,0.0001351671],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001136402,0.0003611778,0.002831219,0.001067501,0.001327078,0.987918,0.001792848,0.0001582026,0.003407605],"genre_scores_gemma":[0.001543257,0.00006292413,0.004254256,0.0006452208,0.0001669759,0.9926205,0.0001299482,0.000008994861,0.0005679164],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1557884,"threshold_uncertainty_score":0.521164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2322059587062617,"score_gpt":0.5467873497912129,"score_spread":0.3145813910849512,"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."}}