{"id":"W7006379740","doi":"","title":"Toronto HCC risk index: A validated scoring system to predict 10-year risk of HCC in patients with cirrhosis","year":2018,"lang":"en","type":"article","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scoring system; Cirrhosis; Risk assessment; Hepatocellular carcinoma; Framingham Risk Score","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007437883,0.0006753847,0.0005387299,0.00223984,0.0004380796,0.0006081127,0.0005731996,0.0003911244,0.002799506],"category_scores_gemma":[0.002772174,0.0002798815,0.0006798646,0.001845756,0.0002840171,0.0004277599,0.0007691705,0.0003771741,0.0005267863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210996,"about_ca_system_score_gemma":0.002200157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09030381,"about_ca_topic_score_gemma":0.1468976,"domain_scores_codex":[0.9994969,0.000097166,0.0000905533,0.00006199226,0.0001903124,0.00006301107],"domain_scores_gemma":[0.9987286,0.000157855,0.0004815953,0.00006102281,0.0003745833,0.0001964499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009000459,0.00005614525,0.9653189,0.0000897689,0.0003735872,0.0001183506,0.0001048945,0.001046428,0.0007446139,0.0001971855,0.00991144,0.02113853],"study_design_scores_gemma":[0.00008128905,0.0001116811,0.9958633,0.00001886189,0.0001506665,0.0002347206,0.0000489948,0.001812169,0.0002066212,0.00009071865,0.001360812,0.00002011713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549892,0.002367381,0.002777104,0.0005879058,0.000135359,0.0004379814,0.02248916,0.0002668105,0.01594912],"genre_scores_gemma":[0.9754636,0.0007118633,0.005064232,0.00009382434,0.00007217276,0.0002261761,0.01484085,0.00002938015,0.003497824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09030381,"threshold_uncertainty_score":0.1795564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065221544927846,"score_gpt":0.2431517805268797,"score_spread":0.2324995650776013,"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."}}