{"id":"W4401708142","doi":"10.1002/jso.27820","title":"Laparoscopic versus open hepatic resection in patients ≥75 years old: A NSQIP analysis evaluating 2674 patients","year":2024,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Medicine; Hepatectomy; Odds ratio; Propensity score matching; Cohort; Internal medicine; Complication; Multivariate analysis; Body mass index; Surgery; Demographics; Retrospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047356,0.000241297,0.0004722161,0.0008419332,0.0003349475,0.0005253857,0.0002974997,0.000228486,0.001052645],"category_scores_gemma":[0.001752657,0.0001930471,0.0007243704,0.001223421,0.0002847722,0.0003693764,0.0006140631,0.0003502559,0.0001352167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681792,"about_ca_system_score_gemma":0.0005350949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004734155,"about_ca_topic_score_gemma":0.005416165,"domain_scores_codex":[0.9994578,0.0001223165,0.00009140731,0.0001011652,0.0001192639,0.0001080981],"domain_scores_gemma":[0.9984784,0.0002692063,0.0008524158,0.00005507383,0.00007724675,0.0002677632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001771896,0.0000191915,0.9989507,0.00001095632,0.00007657255,0.00005064299,0.00003299503,0.00003991184,0.0000448693,0.00001103529,0.00006861929,0.0005172353],"study_design_scores_gemma":[0.00002717536,0.0001945204,0.9987477,0.000007738863,0.000061876,0.0002002239,0.0002719894,0.0002871077,0.00002901616,0.00002004319,0.0001486956,0.000003838047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994412,0.0001075392,0.00002821272,0.00001981292,0.000002143059,0.000005655036,0.0003140662,8.562836e-7,0.00008041709],"genre_scores_gemma":[0.9992494,0.00006629599,0.00003765131,0.00003083059,0.000007083653,0.000009668365,0.0005648432,9.908839e-7,0.00003321211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004734155,"threshold_uncertainty_score":0.009413183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058589779088216,"score_gpt":0.3905215949814143,"score_spread":0.2846626170725927,"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."}}