{"id":"W2073620745","doi":"10.1097/00008483-200607000-00007","title":"Effectiveness of Pulmonary Rehabilitation in Restrictive Lung Disease","year":2006,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Pulmonary rehabilitation; Rehabilitation; Lung; Lung disease; Pulmonary disease; Intensive care medicine; Disease; Physical therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002734053,0.0002895332,0.0009665602,0.001274665,0.00006057094,0.00001417057,0.0001836142,0.0001495572,0.00002327147],"category_scores_gemma":[0.002230498,0.0002718836,0.0007997779,0.001230165,0.0004162084,0.000722288,0.00006221561,0.0005081537,0.000003755849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584135,"about_ca_system_score_gemma":0.0007958282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289532,"about_ca_topic_score_gemma":0.000002064531,"domain_scores_codex":[0.9949539,0.001431435,0.001437189,0.0004376375,0.00136343,0.0003764257],"domain_scores_gemma":[0.9940398,0.003138995,0.0005945219,0.0005011298,0.001437874,0.0002876787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01315944,0.001699029,0.9529272,0.005634482,0.0001118161,0.0008152439,0.000161129,0.004567202,0.01367804,0.0010106,0.000161435,0.006074352],"study_design_scores_gemma":[0.002388721,0.0007917174,0.9794852,0.001929676,0.000240337,0.0001837211,0.0006901309,0.002434697,0.0002356095,0.0112927,0.0001253624,0.0002021525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906333,0.004756913,0.000300204,0.0007674576,0.0002662492,0.001500675,0.00004299191,0.00002068245,0.001711545],"genre_scores_gemma":[0.9980066,0.00005794284,0.001432821,0.000006544667,0.0002649799,0.00007140658,0.00005687181,0.00004928296,0.00005357356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02655793,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005642799650052711,"score_gpt":0.2768949859813805,"score_spread":0.2712521863313277,"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."}}