{"id":"W2995713382","doi":"10.3138/canlivj.2019-0015","title":"Epidemiology, clinical treatment patterns, and survival of hepatocellular carcinoma in Manitoba","year":2019,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Cirrhosis; Alcoholic liver disease; Gastroenterology; Incidence (geometry); Ascites; Portal vein thrombosis; Steatohepatitis; Survival rate; Liver disease; Chronic liver disease; Disease; Fatty liver","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008939449,0.0001853912,0.0007052239,0.000312098,0.00004603656,0.000007321513,0.00007618572,0.0001865995,0.00039183],"category_scores_gemma":[0.00007129507,0.0001499785,0.0002150463,0.0000924615,0.00007740504,0.000062477,0.00001545623,0.0003062552,0.0000498511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146056,"about_ca_system_score_gemma":0.0006130572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1125984,"about_ca_topic_score_gemma":0.08825561,"domain_scores_codex":[0.9982183,0.0003659751,0.0006222682,0.000258758,0.0001071379,0.0004275526],"domain_scores_gemma":[0.9984714,0.0002363575,0.0001470691,0.0002253594,0.00006972285,0.0008500754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006972358,0.00006639791,0.9902975,0.00004083343,0.0001163712,0.002107536,0.0001559823,2.231147e-7,0.00001345202,0.00006855797,0.00007838433,0.00698506],"study_design_scores_gemma":[0.00271147,0.001065505,0.9915675,0.0001009719,0.0001388312,0.0005550319,0.0003125939,0.001383038,0.00008907048,0.00003698325,0.001915782,0.0001232131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942793,0.003927188,0.000005593519,0.0005370005,0.0003320781,0.0004346866,0.00002989118,0.000004657617,0.0004496048],"genre_scores_gemma":[0.9978718,0.001299595,0.0001440866,0.0002374796,0.0002183195,0.000005830766,0.00002517528,0.00002005913,0.0001776544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434282,"threshold_uncertainty_score":0.9283813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369475567953834,"score_gpt":0.295511046786045,"score_spread":0.1585634899906616,"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."}}