{"id":"W2811287871","doi":"10.1513/annalsats.201804-253ws","title":"Chronic Obstructive Pulmonary Disease Education in Pulmonary Rehabilitation. An Official American Thoracic Society/Thoracic Society of Australia and New Zealand/Canadian Thoracic Society/British Thoracic Society Workshop Report","year":2018,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Flinders University","keywords":"Medicine; Pulmonary disease; Pulmonary rehabilitation; Rehabilitation; Cardiothoracic surgery; General surgery; Physical therapy; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01472306,0.0006431432,0.0004470301,0.0007470221,0.001353431,0.00178061,0.001054747,0.004259869,0.009388709],"category_scores_gemma":[0.009226293,0.0004669213,0.0008695364,0.0005280826,0.000575792,0.001545246,0.005145288,0.006634815,0.002549999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475115,"about_ca_system_score_gemma":0.02169914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007752561,"about_ca_topic_score_gemma":0.02312851,"domain_scores_codex":[0.9954751,0.001593926,0.0004346132,0.0002924996,0.001393458,0.0008104287],"domain_scores_gemma":[0.9905284,0.001498616,0.000546439,0.0001816232,0.002469725,0.004775031],"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":[0.00009637899,0.0008910722,0.001722753,0.002506006,0.00002437842,0.0002823501,0.001527882,0.0001321863,0.001005926,0.001900291,0.6435306,0.3463802],"study_design_scores_gemma":[0.0001406292,0.0003664258,0.02051709,0.006929641,0.00002947872,0.0003232099,0.0009835532,0.0001500847,0.0004442573,0.001180824,0.968907,0.00002783254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01168744,0.08050479,0.00350143,0.7558445,0.06235664,0.004618953,0.001460635,0.0001736983,0.07985189],"genre_scores_gemma":[0.1408898,0.2192231,0.03469034,0.2551225,0.02822037,0.01476401,0.006014853,0.0002839783,0.3007911],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01472306,"threshold_uncertainty_score":0.07786393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749489633178739,"score_gpt":0.4499229279035563,"score_spread":0.3524280315717689,"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."}}