{"id":"W2592511344","doi":"10.1200/jco.2015.33.15_suppl.e17696","title":"A comparison of prognostic systems in hepatocellular carcinoma treated with sorafenib.","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Manitoba; BC Cancer Agency; University of Toronto; CancerCare Manitoba; University of British Columbia","funders":"","keywords":"Sorafenib; Medicine; Hepatocellular carcinoma; Internal medicine; Cohort; Oncology; Cirrhosis","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":[0.001233969,0.0003088282,0.0003720061,0.001247733,0.0004107289,0.000699111,0.0004367281,0.0002775656,0.001663046],"category_scores_gemma":[0.004596965,0.0001024152,0.0007702814,0.001759793,0.0003429649,0.0003720307,0.0006253866,0.0004405903,0.0002049076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278983,"about_ca_system_score_gemma":0.00314398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1316097,"about_ca_topic_score_gemma":0.1301014,"domain_scores_codex":[0.9994566,0.0001008268,0.00004142416,0.0000611809,0.0001826714,0.0001573405],"domain_scores_gemma":[0.9973189,0.0006388604,0.0009785686,0.00007583728,0.0006051788,0.0003826196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001214002,0.00001108351,0.9938689,0.00002148828,0.00007941241,0.00004311653,0.00005227016,0.000224952,0.0001310416,0.00003106094,0.0001890661,0.00413364],"study_design_scores_gemma":[0.00002217585,0.0001644256,0.9978778,0.000009948004,0.00007717342,0.0001257153,0.0001729538,0.001087551,0.00007531255,0.00004710764,0.0003339367,0.000005936844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966283,0.0005584862,0.0002599003,0.0001005253,0.00001062563,0.00002341183,0.001465983,0.00001007069,0.0009426118],"genre_scores_gemma":[0.999034,0.00007481298,0.00008233407,0.000008303045,0.000005326999,0.000005248064,0.0007110357,0.000001864308,0.00007690014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316097,"threshold_uncertainty_score":0.2616873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.354879476142997,"score_gpt":0.4405979653766204,"score_spread":0.08571848923362341,"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."}}