{"id":"W4249856389","doi":"10.36255/exonpublications.livercancer.2021.pr","title":"Preface","year":2021,"lang":"en","type":"book-chapter","venue":"Liver Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Etiology; Fatty liver; Cancer; Liver cancer; Disease; Pathology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848079,0.0008510367,0.0006496183,0.001441566,0.00161432,0.00313625,0.0009911333,0.001083711,0.3835712],"category_scores_gemma":[0.002721621,0.0003072939,0.000510085,0.001109406,0.000506882,0.002529351,0.001528017,0.002675901,0.2713969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124992,"about_ca_system_score_gemma":0.001120166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676233,"about_ca_topic_score_gemma":0.002484919,"domain_scores_codex":[0.9995903,0.00004963553,0.00002114548,0.00008002054,0.0002219257,0.00003706771],"domain_scores_gemma":[0.9986916,0.0002344331,0.00005049618,0.00009372465,0.0006951067,0.0002346402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001287193,0.00001766555,0.00006345665,0.00008873663,0.00000125676,0.0000617918,0.0000923495,0.00005575613,0.0001573096,0.005162598,0.9526302,0.04165597],"study_design_scores_gemma":[0.000001307445,0.000006454063,0.00009519189,0.00006353641,5.829039e-7,0.00009755967,0.00004220828,0.00002077792,0.00003688701,0.0009788891,0.9986545,0.000001970429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001028787,0.01235888,0.003819509,0.01414222,0.06789108,0.0002714368,0.002797422,0.000956588,0.8967339],"genre_scores_gemma":[0.002261499,0.004570603,0.001610855,0.003170079,0.00717049,0.00008162633,0.0018401,0.0003734415,0.9789214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3835712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09531691578801603,"score_gpt":0.261330717019093,"score_spread":0.166013801231077,"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."}}