{"id":"W2076923362","doi":"10.1111/j.1477-2574.2012.00565.x","title":"Locoregional surgical and interventional therapies for advanced colorectal liver metastasis: expert consensus statement","year":2013,"lang":"en","type":"article","venue":"HPB","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Colorectal cancer; Metastasis; Radiofrequency ablation; General surgery; Scopus; Oncology; Radiology; MEDLINE; Internal medicine; Cancer; Ablation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009451831,0.0001225816,0.0001985808,0.00004416617,0.00005855435,0.00002046416,0.00002466715,0.00004039268,0.001017279],"category_scores_gemma":[0.00001320502,0.00008971192,0.0001420416,0.00003456572,0.00009207001,0.00004493201,0.00002050993,0.00004369185,0.00003399672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003338992,"about_ca_system_score_gemma":0.00003057229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003640959,"about_ca_topic_score_gemma":0.000005585036,"domain_scores_codex":[0.9992741,0.00003657033,0.0001892671,0.0001909135,0.0001381241,0.000171043],"domain_scores_gemma":[0.9995418,0.0001311973,0.00004437039,0.0000709896,0.0001038271,0.0001077899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003335365,0.002123443,0.3653376,0.000394323,0.002551347,0.0006170426,0.002526545,6.910524e-7,0.007703591,0.003178909,0.04046531,0.5717659],"study_design_scores_gemma":[0.05183921,0.0129645,0.2340235,0.0006963117,0.00111191,0.001378979,0.00432855,0.03327946,0.02436495,0.001302553,0.6332076,0.001502521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878711,0.009466198,0.0003046174,0.001094836,0.00006187762,0.001045666,0.0000271787,0.00003184627,0.00009671281],"genre_scores_gemma":[0.9883747,0.0001918479,0.009610022,0.0001084875,0.00007334588,0.0007094355,0.0001158539,0.00001436868,0.0008020112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5927423,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07932695641983678,"score_gpt":0.2980527141936498,"score_spread":0.218725757773813,"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."}}