{"id":"W2596720942","doi":"10.21037/hbsn.2017.01.01","title":"Management of colorectal cancer with synchronous liver metastases: impact of multidisciplinary case conference review","year":2017,"lang":"en","type":"article","venue":"HepatoBiliary Surgery and Nutrition","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Colorectal cancer; Multidisciplinary approach; Multidisciplinary team; Chemotherapy; Oncology; Cancer; Internal medicine; Resection; Population; General surgery; Surgery","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":[0.004500387,0.0003100049,0.0003120991,0.0024237,0.0008781424,0.001681959,0.001029953,0.0007139086,0.00208419],"category_scores_gemma":[0.03126744,0.0002044379,0.0003458305,0.001284608,0.0004685142,0.001599532,0.00174144,0.0006966193,0.0002673449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009760393,"about_ca_system_score_gemma":0.002177646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009043989,"about_ca_topic_score_gemma":0.002706358,"domain_scores_codex":[0.9927609,0.003440611,0.001492332,0.0004712215,0.001369583,0.0004653368],"domain_scores_gemma":[0.9601816,0.01612362,0.01470452,0.0009546988,0.003814588,0.00422095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002731502,0.0002279584,0.6943932,0.00295971,0.0002054632,0.03545426,0.001740492,0.00105614,0.00106103,0.0006194781,0.0146221,0.2473871],"study_design_scores_gemma":[0.0000761032,0.0005147066,0.6175234,0.008367466,0.0003140177,0.3040916,0.01468299,0.003109718,0.001054163,0.0009450396,0.04917094,0.0001497342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811219,0.1674065,0.004353692,0.01934862,0.001775942,0.0004681843,0.0003209368,0.0001420387,0.02506223],"genre_scores_gemma":[0.9694458,0.02492678,0.002903008,0.001098461,0.0009225287,0.0001198172,0.0002082613,0.00002368327,0.0003515675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004500387,"threshold_uncertainty_score":0.02380061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06582948741368091,"score_gpt":0.310197694964634,"score_spread":0.244368207550953,"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."}}