{"id":"W2095463984","doi":"10.1383/surg.21.6.156.15498","title":"Colorectal Liver Metastases: Indications for Treatment","year":2003,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Colorectal cancer; General surgery; Stage (stratigraphy); Metastasis; Oncology; 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":[0.0002516426,0.0001992376,0.0004158873,0.0001828947,0.0001475824,0.00002027908,0.00003077016,0.00008457679,0.000593046],"category_scores_gemma":[0.0001680704,0.0001557815,0.0004415447,0.0002339374,0.00004791109,0.00006939173,0.000006333067,0.00003630815,0.00005354486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435901,"about_ca_system_score_gemma":0.0003077057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002700022,"about_ca_topic_score_gemma":0.00001752735,"domain_scores_codex":[0.9989203,0.00007587367,0.0002584989,0.0002742454,0.0001398628,0.0003311925],"domain_scores_gemma":[0.9989142,0.0005028137,0.00007873589,0.0002363237,0.00007256106,0.0001953133],"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":[0.000160919,0.000761468,0.9732766,0.00005277421,0.0004757949,0.0001222629,0.0001869287,1.388313e-7,0.0002649281,0.001765988,0.004102577,0.0188296],"study_design_scores_gemma":[0.002331487,0.00100286,0.035406,0.0000478228,0.001347585,0.000157976,0.0001623107,0.0001198265,0.07433213,0.0002925321,0.8844362,0.0003632146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906855,0.001780038,0.0002903866,0.0003230831,0.0002041501,0.001287023,0.0001194933,0.00009227,0.005218043],"genre_scores_gemma":[0.9944283,0.0004443834,0.001783447,0.0001496568,0.00007645261,0.0008472051,0.0004214755,0.00003328561,0.00181578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9378706,"threshold_uncertainty_score":0.6493437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08593952694696488,"score_gpt":0.2733255368249679,"score_spread":0.187386009878003,"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."}}