{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004254222,0.0002574506,0.0001755026,0.001976943,0.0007557123,0.0005924595,0.0006297868,0.0002524648,0.0011141],"category_scores_gemma":[0.001442303,0.0003065957,0.0002544122,0.003030776,0.0005313248,0.0002897059,0.0006341865,0.0003413725,0.0001495124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003881854,"about_ca_system_score_gemma":0.003565518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5827129,"about_ca_topic_score_gemma":0.6591665,"domain_scores_codex":[0.9997279,0.00005831671,0.00002951224,0.00003962945,0.00006675367,0.00007783659],"domain_scores_gemma":[0.9987795,0.00008030378,0.000550553,0.00004913902,0.0002872579,0.0002532263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001447653,0.00000811982,0.9986976,0.00001698384,0.00001645541,0.00005138658,0.0001103324,0.00002684847,0.0001513845,0.00001420423,0.0001241925,0.0007679709],"study_design_scores_gemma":[0.000001756261,0.0000119692,0.9990723,0.00002426514,0.00001076662,0.0001272777,0.0004329394,0.00005600707,0.00002887138,0.00001040067,0.000220811,0.000002568041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943193,0.002158066,0.0001045991,0.0005384935,0.00001215871,0.00003874396,0.001549727,0.00001480731,0.001264172],"genre_scores_gemma":[0.9977823,0.001150802,0.000101137,0.0001004071,0.000008262572,0.00002009437,0.000650563,0.000003111562,0.000183467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172871,"threshold_uncertainty_score":0.8394892,"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."}}