{"id":"W1975420692","doi":"10.3109/15412555.2012.705365","title":"Pulmonary Rehabilitation in Chronic Obstructive Pulmonary Disease: Predictors of Program Completion and Success","year":2012,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Rehabilitation; Pulmonary rehabilitation; Physical therapy; Pulmonary function testing; Discriminant function analysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002505385,0.0003621808,0.0004061102,0.0004988941,0.0004529754,0.000543679,0.0004415679,0.0007226036,0.001740724],"category_scores_gemma":[0.01310553,0.0001637661,0.0006364514,0.0003526016,0.0003250079,0.0004738345,0.0006128767,0.00108227,0.000420731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000349356,"about_ca_system_score_gemma":0.0005487154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350877,"about_ca_topic_score_gemma":0.003957179,"domain_scores_codex":[0.9989427,0.0003477115,0.000117908,0.00007077437,0.0002623928,0.0002586561],"domain_scores_gemma":[0.9895886,0.00406775,0.002685332,0.0002571903,0.0007264769,0.002674735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417002,0.0003694123,0.9966195,0.00000999275,0.00002600224,0.00002552531,0.00006187896,0.0001153636,0.00006212256,0.000006914954,0.0000814165,0.002480292],"study_design_scores_gemma":[0.00001116512,0.0003600894,0.9984786,0.00001092142,0.00001165006,0.00006834253,0.00007053246,0.0008747168,0.00003200976,0.00001415667,0.0000648261,0.000002848094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993717,0.0001304185,0.00005059026,0.00008498706,0.000003504852,0.00002350567,0.00005138498,0.000004228287,0.000279726],"genre_scores_gemma":[0.9995077,0.00005779031,0.00005082929,0.00001971461,0.00000966382,0.00001647613,0.0001540924,0.000002332595,0.000181515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00350877,"threshold_uncertainty_score":0.01324993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473231656901769,"score_gpt":0.2991421126163603,"score_spread":0.2844097960473426,"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."}}