{"id":"W2215297070","doi":"10.1155/2010/203236","title":"Success in Pulmonary Rehabilitation in Patients with Chronic Obstructive Pulmonary Disease","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; COPD; Pulmonary rehabilitation; Physical therapy; BODE index; Vital capacity; Internal medicine; Body mass index; Pulmonary disease; Pulmonary function testing; Respiratory disease; Rehabilitation; Lung; Diffusing capacity; Lung function","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":[0.0005461336,0.0003250425,0.000390961,0.001701768,0.0002186739,0.00007180125,0.0003291953,0.0001847641,0.0008282004],"category_scores_gemma":[0.0004645108,0.0003024751,0.0001184393,0.0009372144,0.0004596779,0.0006607602,0.00004638249,0.002015254,0.00003692386],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004339487,"about_ca_system_score_gemma":0.008475716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004607535,"about_ca_topic_score_gemma":0.08780655,"domain_scores_codex":[0.9967839,0.0002376359,0.0005843869,0.0005925245,0.0007847368,0.001016812],"domain_scores_gemma":[0.9961551,0.0001202493,0.0001527761,0.0005790687,0.0004546164,0.00253817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000749,0.0003052347,0.9694287,0.0001858105,0.00001990904,0.004880697,0.0000775169,0.00007034419,0.0001857049,0.0001383867,0.0000756279,0.02363127],"study_design_scores_gemma":[0.002498559,0.0002165555,0.9915137,0.0002745947,0.00002819857,0.00009506655,0.0001359776,0.0002281062,0.00000891688,0.0004966553,0.004187878,0.0003158052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950516,0.0007855074,0.000001569594,0.0008214289,0.0003383564,0.001061781,0.0000971086,0.00001674597,0.00182593],"genre_scores_gemma":[0.9988921,0.000006171653,0.00008411735,0.0003117671,0.0004078229,0.0000772299,0.0000497071,0.00007192278,0.00009919739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08319901,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008595150869489898,"score_gpt":0.2556823546078494,"score_spread":0.2470872037383595,"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."}}