{"id":"W2011890969","doi":"10.1097/01.sla.0000160703.75808.7d","title":"Effect of Surgical Margin Status on Survival and Site of Recurrence After Hepatic Resection for Colorectal Metastases","year":2005,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1098,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Carcinoembryonic antigen; Resection margin; Surgical margin; Demographics; Overall survival; Gastroenterology; Surgery; Internal medicine; Resection; 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":[0.001143923,0.0001301663,0.0006309111,0.000194488,0.00001625444,0.000003180263,0.00001595289,0.00006303668,0.00005524531],"category_scores_gemma":[0.000277475,0.0000990866,0.0002671259,0.0001592075,0.00009109548,0.00006331437,0.00001367421,0.0000555742,0.000001789011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008560353,"about_ca_system_score_gemma":0.00004314405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007151479,"about_ca_topic_score_gemma":0.00001799056,"domain_scores_codex":[0.9988117,0.0002203508,0.0003660935,0.0001699934,0.0002262322,0.0002055874],"domain_scores_gemma":[0.996847,0.002633527,0.0001562971,0.0001235534,0.0001466889,0.00009296324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0148305,0.0002587342,0.951194,0.0008889999,0.0001479182,0.00003020611,0.00006532733,5.788438e-7,0.001108086,0.00001104687,0.0004719025,0.03099263],"study_design_scores_gemma":[0.001649431,0.006178699,0.2136522,0.0006457365,0.000308708,0.00001337929,0.00001396769,0.0003306364,0.7747507,0.00001268936,0.00230089,0.0001429621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962183,0.002721724,0.000002848508,0.0002286461,0.00006807839,0.0004404705,0.0002066634,0.000007785509,0.0001054776],"genre_scores_gemma":[0.9983413,0.001335902,0.00005921485,0.00001208067,0.00005405827,0.00006312529,0.00009578025,0.0000118846,0.00002667563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7736426,"threshold_uncertainty_score":0.4040634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751139616042645,"score_gpt":0.3411871441439286,"score_spread":0.1660731825396641,"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."}}