{"id":"W2034757091","doi":"10.1016/s1590-8658(10)60508-7","title":"Hepatocellular carcinoma: New and emerging risks","year":2010,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Fatty liver; Internal medicine; Disease; Liver disease; Hepatitis C; Hepatitis B; Risk factor; Viral hepatitis; Gastroenterology","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":[0.00003660562,0.0001781635,0.0001863459,0.0000621955,0.000120678,0.00003683729,0.00003170671,0.00004288822,0.0001839898],"category_scores_gemma":[0.00004343136,0.0001446827,0.00007203669,0.00006065789,0.0001069196,0.0001066873,0.00005847022,0.0001338239,0.00002776833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001299615,"about_ca_system_score_gemma":0.0001240182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000722793,"about_ca_topic_score_gemma":0.000009534815,"domain_scores_codex":[0.9991881,0.00001647665,0.0001043232,0.0003464014,0.0001440406,0.0002006432],"domain_scores_gemma":[0.9985682,0.00004909618,0.00003347603,0.0001974102,0.00004899693,0.001102761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171175,0.0002692839,0.987213,0.00006206569,0.00007884513,0.0008432334,0.0003043423,1.168515e-7,0.0001751412,0.0008802331,0.0005861573,0.009416371],"study_design_scores_gemma":[0.001601547,0.00009620749,0.9933893,0.0000452328,0.000766127,0.00001379584,0.00006041775,0.0003722354,0.0002431685,0.0001867467,0.00306843,0.0001567708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900976,0.008033168,0.000009364584,0.0007410936,0.0000766204,0.0003811255,0.00004854025,0.0000384026,0.0005740826],"genre_scores_gemma":[0.9982055,0.0006377303,0.0001083673,0.000375213,0.0001890302,0.00002934429,0.00005510666,0.00001783081,0.0003818895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0092596,"threshold_uncertainty_score":0.5899988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498387934722687,"score_gpt":0.2698720773325752,"score_spread":0.2448881979853483,"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."}}