{"id":"W3092318819","doi":"10.1016/j.hpb.2020.04.446","title":"Corrected age-adjusted Charlson Comorbidity Index (CaCCI) for patients undergoing ALPPS: A tool for preoperative patients selection.","year":2020,"lang":"en","type":"article","venue":"HPB","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Comorbidity; Hepatectomy; Logistic regression; Receiver operating characteristic; Charlson comorbidity index; Retrospective cohort study; Surgery; Internal medicine; Liver disease; Resection","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":[],"consensus_categories":[],"category_scores_codex":[0.00006318869,0.0002171577,0.0003856162,0.00006157854,0.0001923526,0.00003282399,0.00008790666,0.0001254963,0.0002459965],"category_scores_gemma":[0.000710165,0.0002040458,0.0001410061,0.0002160594,0.0000287668,0.0001944808,0.00003600757,0.000184138,0.00001436148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706647,"about_ca_system_score_gemma":0.0002875652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003575132,"about_ca_topic_score_gemma":0.00009800455,"domain_scores_codex":[0.9986458,0.00004235026,0.0003453788,0.0004220859,0.0002206431,0.0003237236],"domain_scores_gemma":[0.9988759,0.0002121621,0.0001389545,0.000136096,0.0004642097,0.0001727498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006780476,0.0008506309,0.8006202,0.001050003,0.0003935536,0.000003880766,0.003625545,0.0001179221,0.0007143295,0.00002310153,0.125044,0.06077635],"study_design_scores_gemma":[0.0395331,0.007865786,0.7750208,0.0002019078,0.0003306312,0.000002098162,0.0003347548,0.107188,0.002072218,0.00001422595,0.06675554,0.000681021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798903,0.00003014872,0.01438452,0.0002895441,0.0005845139,0.004033316,0.0002960645,0.0001574948,0.0003340723],"genre_scores_gemma":[0.9890146,0.00002591812,0.003043373,0.004738729,0.0003187414,0.0004353692,0.001720675,0.00005485832,0.0006476954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10707,"threshold_uncertainty_score":0.8320747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957556960742798,"score_gpt":0.2776721001766082,"score_spread":0.2380965305691802,"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."}}