{"id":"W2585274115","doi":"10.1016/j.jss.2006.12.166","title":"151","year":2007,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; University of Toronto","funders":"","keywords":"Medicine; Cancer registry; Univariate analysis; Population; Surgery; Resection margin; Cancer; Wedge resection; Proportional hazards model; Referral; Colorectal cancer; General surgery; Resection; Multivariate analysis; Internal medicine; Family medicine","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":[0.005616773,0.00005907976,0.0002288033,0.0003704583,0.00006010607,0.00001883438,0.00008787475,0.00008301212,0.0007070953],"category_scores_gemma":[0.00024127,0.00003750648,0.0001997072,0.0004301367,0.00009520165,0.00005937734,0.00003113105,0.0006437115,0.0001158231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106168,"about_ca_system_score_gemma":0.0001735353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008096926,"about_ca_topic_score_gemma":9.965845e-7,"domain_scores_codex":[0.9979562,0.0000972793,0.0003465115,0.00007924512,0.001158109,0.000362725],"domain_scores_gemma":[0.9980266,0.0006734717,0.00005420696,0.0001111,0.0006829813,0.0004516472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002472456,0.0005982764,0.8171912,0.0000440345,0.000137079,0.04174265,0.000144008,7.756845e-8,0.003003154,0.000893445,0.007425604,0.126348],"study_design_scores_gemma":[0.00607123,0.00386002,0.1538882,0.0002381834,0.00008074527,0.00623799,0.0003484158,0.00006311184,0.02727477,0.0008464032,0.8009676,0.0001234179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612558,0.001817159,0.00004168159,0.003455691,0.00006813235,0.0001059977,3.380228e-7,0.000005046827,0.03325008],"genre_scores_gemma":[0.996581,0.0005256982,0.0004802931,0.00002579869,0.0005884415,6.806397e-7,7.312803e-7,0.000009318466,0.001788008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.793542,"threshold_uncertainty_score":0.7742198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3193754041880241,"score_gpt":0.4470744618772811,"score_spread":0.127699057689257,"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."}}