{"id":"W2970662687","doi":"10.21037/hbsn.2019.08.02","title":"Hepatocellular carcinoma surveillance: the often-neglected practice","year":2020,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Intensive care medicine; Disease; Curative treatment; Psychological intervention; Transplantation; Pathology; Surgery; 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":[0.002006506,0.0004627246,0.0007710474,0.0008278567,0.00141748,0.00200161,0.0009204355,0.007365808,0.003584677],"category_scores_gemma":[0.01480401,0.0002121439,0.0004298339,0.0007920491,0.001738109,0.003796464,0.001121855,0.009195015,0.002934549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002056697,"about_ca_system_score_gemma":0.002289854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310424,"about_ca_topic_score_gemma":0.001966866,"domain_scores_codex":[0.9975351,0.001017895,0.0003351868,0.0003204691,0.0006429529,0.0001483694],"domain_scores_gemma":[0.9930156,0.003443767,0.0006996254,0.0002605054,0.001670788,0.0009096745],"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":[0.00009844965,0.00007050885,0.004970564,0.002058749,0.00003568011,0.012287,0.0009449602,0.0001745988,0.0007446561,0.008930874,0.7153594,0.2543246],"study_design_scores_gemma":[0.00003922346,0.00008992916,0.003824119,0.005023281,0.00004692881,0.04370126,0.001653325,0.0003883942,0.0003045231,0.01614409,0.9287113,0.00007357843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001885183,0.1288118,0.0009173025,0.8303741,0.0311717,0.00002096317,0.00005712821,0.00004927109,0.0067125],"genre_scores_gemma":[0.0400985,0.241217,0.002023238,0.5125653,0.1986033,0.00005791228,0.0001373113,0.00005537845,0.005242052],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007365808,"threshold_uncertainty_score":0.0149225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926733252101091,"score_gpt":0.2345305761816587,"score_spread":0.1852632436606478,"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."}}