{"id":"W4391023581","doi":"10.1513/annalsats.202310-909cme","title":"Summary for Clinicians: Clinical Practice Guideline on Pulmonary Rehabilitation for Adults with Chronic Respiratory Disease","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Guideline; Pulmonary rehabilitation; Clinical Practice; Pulmonary disease; Intensive care medicine; Rehabilitation; Annals; Physical therapy; Disease; Respiratory system; Internal medicine; Pathology","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":[0.006449853,0.001759255,0.003041654,0.004221842,0.001872557,0.003377863,0.00543713,0.009192109,0.02135334],"category_scores_gemma":[0.0388311,0.001003807,0.003382875,0.004358271,0.001031624,0.002697778,0.00230803,0.01048426,0.0249488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005067172,"about_ca_system_score_gemma":0.02015442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03072634,"about_ca_topic_score_gemma":0.06160538,"domain_scores_codex":[0.991237,0.002756828,0.002153357,0.0004939372,0.002923106,0.000435712],"domain_scores_gemma":[0.9652367,0.006341233,0.003528499,0.000438087,0.02230143,0.002153938],"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":[0.00001331959,0.00002879251,0.0001849796,0.0007024591,0.0000202498,0.00004728522,0.00003642559,0.00006664126,0.00004462314,0.0003401655,0.9673306,0.03118449],"study_design_scores_gemma":[0.0004343867,0.0001072548,0.005566932,0.02264216,0.0003154929,0.0009846082,0.0002177538,0.0006702697,0.0002000494,0.003495539,0.9652452,0.0001203708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001467112,0.1484985,0.01256249,0.6450222,0.04227061,0.00802823,0.03296831,0.002040613,0.107142],"genre_scores_gemma":[0.01518675,0.2214545,0.1088295,0.4356365,0.02832227,0.02367216,0.08981228,0.0008346251,0.07625138],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03072634,"threshold_uncertainty_score":0.07143402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09216402698586364,"score_gpt":0.4863351296266732,"score_spread":0.3941711026408096,"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."}}