{"id":"W3130394407","doi":"10.1053/j.jvca.2021.02.049","title":"Prehabilitation in Thoracic Cancer Surgery: From Research to Standard of Care","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cancer survivorship and care","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"Fondation de l'Hôpital Général de Montréal","keywords":"Medicine; Prehabilitation; Cardiothoracic surgery; Cancer surgery; General surgery; Cancer; Standard of care; Intensive care medicine; Surgery; Physical therapy; 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":[0.001840184,0.0001147562,0.0008692176,0.0003512907,0.00003698196,0.00002674972,0.00006400303,0.0001112278,0.00004444959],"category_scores_gemma":[0.0003082256,0.00009891303,0.0004088697,0.0006773462,0.00005528631,0.0001060025,0.00002177412,0.0003234087,8.476531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214686,"about_ca_system_score_gemma":0.0008620327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458423,"about_ca_topic_score_gemma":0.0004895712,"domain_scores_codex":[0.9975801,0.000593916,0.0004828055,0.0002062779,0.0009365536,0.0002003855],"domain_scores_gemma":[0.9974278,0.0003447677,0.0001123978,0.0002748545,0.001650307,0.0001899293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00339706,0.00009418694,0.7309152,0.001579682,0.0004599372,0.001376762,0.02061377,0.0002560088,0.002761399,0.00004423327,0.0007154437,0.2377863],"study_design_scores_gemma":[0.001116054,0.0009251157,0.8610939,0.004224086,0.0005738559,0.000475875,0.03132915,0.00001014864,0.0210652,0.0001815217,0.07870854,0.0002966091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510862,0.04674011,0.0003680194,0.001428867,0.0001068551,0.0001719067,0.00001003392,0.000004116449,0.00008387092],"genre_scores_gemma":[0.9959372,0.002710744,0.0009538668,0.00009444226,0.0002404662,0.00001064384,0.000006548431,0.00002109166,0.00002503133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374897,"threshold_uncertainty_score":0.4033556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599485614168736,"score_gpt":0.3861601008137993,"score_spread":0.350165244672112,"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."}}