{"id":"W2048251519","doi":"10.1016/j.surg.2014.08.041","title":"Can we improve the morbidity and mortality associated with the associating liver partition with portal vein ligation for staged hepatectomy (ALPPS) procedure in the management of colorectal liver metastases?","year":2014,"lang":"en","type":"article","venue":"Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hepatectomy; Surgery; Stage (stratigraphy); Ligation; Mortality rate; Complication; Colorectal cancer; Resection; Internal medicine; Cancer","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":[0.002150343,0.0001535905,0.0002820553,0.00003785775,0.0001676903,0.00003179544,0.00005349203,0.0000557542,0.000008510377],"category_scores_gemma":[0.000110419,0.00006907312,0.00008813034,0.0002523363,0.000100087,0.00007310915,0.00001742493,0.0001445956,3.367853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005752618,"about_ca_system_score_gemma":0.00007064567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004309063,"about_ca_topic_score_gemma":0.001856941,"domain_scores_codex":[0.9986909,0.0003117348,0.0002222313,0.0002063741,0.0003459835,0.0002227572],"domain_scores_gemma":[0.9986658,0.0007245173,0.0002955096,0.0001708417,0.0001093601,0.00003398655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002196106,0.0001878262,0.9951034,0.0002383309,0.0006042602,0.00005776445,0.001372912,0.000001712756,0.0001287326,0.0001071063,0.0002064296,0.001771926],"study_design_scores_gemma":[0.001040171,0.0003706935,0.9892766,0.0002240525,0.001070768,0.000006986436,0.001256634,0.002701412,0.003823266,0.00006049207,0.00004871805,0.0001201436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969162,0.0001644076,0.00002949918,0.001019874,0.00002328461,0.001659325,0.00007200092,0.00001991776,0.00009550733],"genre_scores_gemma":[0.9990295,0.00006021424,0.00004988333,0.0001078571,0.0000342968,0.0004685016,0.0001998125,0.00001588172,0.00003410035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005826725,"threshold_uncertainty_score":0.281672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05474455711682664,"score_gpt":0.2420055138373578,"score_spread":0.1872609567205311,"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."}}