{"id":"W2264589047","doi":"","title":"Safety and effectiveness of home-based pulmonary rehabilitation in COPD","year":2009,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Pulmonary rehabilitation; Pulmonary disease; Rehabilitation; Physical therapy; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006164904,0.0001382799,0.0004402512,0.0003750384,0.00006190427,0.000002797784,0.0001361462,0.0001126973,0.0003537747],"category_scores_gemma":[0.0001063033,0.0001685221,0.0001245243,0.0004053039,0.0004465329,0.0001432544,0.00008259834,0.0002114193,0.00001536917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003020121,"about_ca_system_score_gemma":0.0002037957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127367,"about_ca_topic_score_gemma":0.00002023541,"domain_scores_codex":[0.9986276,0.000228131,0.0001859669,0.0003847233,0.0003510784,0.0002225132],"domain_scores_gemma":[0.9988534,0.0003544755,0.000108785,0.0003513108,0.0001749319,0.0001570682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0086387,0.0009957083,0.9509915,0.00191251,0.00005085793,0.0001543824,0.001271995,0.0001575324,0.01224833,0.0008438402,0.000008247376,0.02272644],"study_design_scores_gemma":[0.003872707,0.000272126,0.9900457,0.0005253437,0.00003640552,0.000006293307,0.002072929,0.001345688,0.0006696242,0.0009317838,0.00009355439,0.0001278531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955064,0.0001248868,0.0005824473,0.0004533014,0.00002412054,0.0008085608,0.00004291037,0.00002513133,0.002432255],"genre_scores_gemma":[0.9988693,0.00002223119,0.0009183684,0.00001243726,0.000007697446,6.85066e-7,0.00003887895,0.000009251716,0.0001211563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03905423,"threshold_uncertainty_score":0.6872132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007928934438063445,"score_gpt":0.2391682956146815,"score_spread":0.231239361176618,"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."}}