{"id":"W1985488576","doi":"10.1016/j.healun.2013.04.002","title":"Pulmonary rehabilitation in lung transplant candidates","year":2013,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary rehabilitation; Rehabilitation; Lung transplantation; Physical therapy; Transplantation; Quality of life (healthcare); Lung; Treadmill; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007867906,0.0001109483,0.0002602899,0.0001813039,0.00007046474,0.00001782374,0.00004879455,0.00005906072,0.00005963499],"category_scores_gemma":[0.00001478439,0.00006827169,0.00007110059,0.0001424828,0.00005919029,0.0003077069,0.000001343927,0.0002353186,0.000003117137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706142,"about_ca_system_score_gemma":0.00004663812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352915,"about_ca_topic_score_gemma":0.00004764495,"domain_scores_codex":[0.9988719,0.000203594,0.0004694125,0.00008322811,0.0002221932,0.0001496417],"domain_scores_gemma":[0.9990324,0.0006351506,0.00009452371,0.0000775118,0.0000811063,0.00007932532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00193697,0.0001065327,0.9062749,0.001159432,0.00007493222,0.00007961659,0.01278109,0.0000937309,0.07483231,0.0001514705,0.000257431,0.002251582],"study_design_scores_gemma":[0.001513042,0.0002442071,0.9896809,0.0005372121,0.0003811534,0.003068212,0.0005016186,0.001664696,0.001917014,0.0003515741,0.00005409614,0.00008621665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898769,0.001403783,0.002291704,0.005756473,0.0001137689,0.0003733102,0.000007701333,0.000009853281,0.0001664563],"genre_scores_gemma":[0.9926156,0.002573424,0.004424365,0.0002420754,0.00006805458,0.000006471034,0.0000179754,0.00001076877,0.00004129734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08340606,"threshold_uncertainty_score":0.2784039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843703955649954,"score_gpt":0.2856132562724705,"score_spread":0.2771762167159709,"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."}}