{"id":"W2555931093","doi":"10.1007/s00268-016-3818-1","title":"Patient Survival After Simultaneous ALPPS and Colorectal Resection","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Stage (stratigraphy); Abdominal surgery; Colorectal cancer; Surgery; Cardiothoracic surgery; Univariate analysis; Colorectal surgery; Cardiac surgery; Vascular surgery; Mortality rate; Propensity score matching; Complication; Internal medicine; Cancer; Multivariate analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003627218,0.0002099934,0.0002997624,0.0004497928,0.0002703209,0.0004263275,0.000177053,0.0002869381,0.002221959],"category_scores_gemma":[0.001946631,0.000107817,0.0004714788,0.0003356807,0.0003050678,0.0003403182,0.0006814597,0.0004207214,0.0001711095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758605,"about_ca_system_score_gemma":0.0003950805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005534735,"about_ca_topic_score_gemma":0.0009580645,"domain_scores_codex":[0.9996948,0.00003946716,0.00002980565,0.00006840158,0.00006127199,0.0001062352],"domain_scores_gemma":[0.9976556,0.0004482636,0.00108694,0.00009049584,0.0001019134,0.0006167206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003538941,0.00002238722,0.9924343,0.00001717786,0.00005106523,0.00167048,0.000036664,0.0002192884,0.000397106,0.00002587142,0.0000888454,0.00468292],"study_design_scores_gemma":[0.0000152558,0.000766477,0.9831414,0.00001930321,0.00006625737,0.01465518,0.0001315317,0.0004904842,0.000275971,0.00009708203,0.0003320804,0.000009095418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998908,0.0003302842,0.0001055641,0.00003228768,0.000007619344,0.000002712044,0.00009208225,0.000005250661,0.0005161272],"genre_scores_gemma":[0.9996907,0.00006383281,0.00002673682,0.000008967061,0.000007125532,0.000001733584,0.0001557055,8.908287e-7,0.00004432319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221959,"threshold_uncertainty_score":0.007433236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05178955909662586,"score_gpt":0.2366009393272274,"score_spread":0.1848113802306016,"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."}}