{"id":"W2763650383","doi":"10.1093/annonc/mdx369.084","title":"Comparison of prognostic models for hepatocellular carcinoma (HCC) in patients treated with the sorafenib: Results from a Canadian multi-center HCC database","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University Health Network; BC Cancer Agency","funders":"","keywords":"Medicine; Sorafenib; Hepatocellular carcinoma; Internal medicine; Liver cancer; Akaike information criterion; Oncology; Stage (stratigraphy); Cohort; Survival analysis; Cancer; Log-rank test; Database; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003384605,0.000799288,0.001427925,0.003208034,0.001594763,0.001712804,0.002372093,0.0006363968,0.001725674],"category_scores_gemma":[0.01207972,0.0004156265,0.002062776,0.008095369,0.0004652534,0.000845813,0.001426051,0.001010322,0.0002535844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01694845,"about_ca_system_score_gemma":0.01746008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9278185,"about_ca_topic_score_gemma":0.9447985,"domain_scores_codex":[0.9974703,0.0004056578,0.0002880253,0.0005647747,0.0008277574,0.000443574],"domain_scores_gemma":[0.991467,0.00172103,0.001570027,0.0006875741,0.003595689,0.000958638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009169462,0.00006939188,0.9886535,0.00008976527,0.001279695,0.00004084325,0.0001514907,0.0007887935,0.00009993614,0.0001125748,0.003694678,0.004102527],"study_design_scores_gemma":[0.0001329247,0.00005957836,0.9946131,0.00004120533,0.0005636975,0.0001011394,0.000386711,0.002453736,0.0000775453,0.00006759565,0.001474168,0.00002867314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363818,0.001498488,0.0003043692,0.0006302004,0.00002453306,0.00008706861,0.05993716,0.00003737906,0.00109899],"genre_scores_gemma":[0.9319229,0.0009373032,0.0008317432,0.0001590727,0.00001911327,0.00007612786,0.06572901,0.00002495338,0.0002997744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07218146,"threshold_uncertainty_score":0.1452131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2495796270681006,"score_gpt":0.365099462183767,"score_spread":0.1155198351156664,"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."}}