{"id":"W2519810790","doi":"10.1093/jjco/hyw133","title":"Early hepatocellular carcinoma as a signaling lesion for subsequent malignancy","year":2016,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine; Gastroenterology; Liver cancer; Hazard ratio; Carcinoma; Hepatitis B; Cumulative incidence; Hepatitis C; Confidence interval; Cohort","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":[0.0005070819,0.0002569107,0.0002144655,0.0004516026,0.0001942837,0.0004188656,0.0002128159,0.0002696007,0.002293209],"category_scores_gemma":[0.001242707,0.00009787254,0.0003369822,0.0003941371,0.0003062329,0.000282946,0.0003470992,0.0004483959,0.0002241106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932501,"about_ca_system_score_gemma":0.0004182965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000669899,"about_ca_topic_score_gemma":0.001000541,"domain_scores_codex":[0.999706,0.0000813858,0.00002200284,0.00006013071,0.00007359069,0.00005683584],"domain_scores_gemma":[0.9985049,0.000289679,0.000862351,0.00008944087,0.00009182135,0.0001619271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006614199,0.00004919753,0.9877665,0.00006755577,0.00008296611,0.0006851032,0.00004063217,0.0001531846,0.002050557,0.0003123366,0.0001464045,0.007984154],"study_design_scores_gemma":[0.00001850384,0.0003376758,0.99066,0.00003811616,0.0001461092,0.005364768,0.0001046745,0.0007495693,0.001372013,0.0003652086,0.0008326506,0.00001061353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939569,0.003191408,0.0008628282,0.0001641053,0.00001566658,0.00001854176,0.0001252134,0.00001485568,0.001650445],"genre_scores_gemma":[0.9991786,0.0003210357,0.0002151107,0.00001686972,0.0000207559,0.000002879658,0.00007032961,0.00000113541,0.0001732804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293209,"threshold_uncertainty_score":0.007671535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2255362847012619,"score_gpt":0.4044416842083954,"score_spread":0.1789053995071334,"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."}}