{"id":"W4392810821","doi":"10.2217/hep-2023-0004","title":"Treatment Journey of Patients with Hepatocellular Carcinoma Using Real-World Data in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Hepatic Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; Provincial Health Services Authority; Vancouver General Hospital; Sunnybrook Health Science Centre","funders":"Astellas Pharma; Eisai; Ipsen; AstraZeneca Canada; Sunnybrook Research Institute; Incyte; Boston Scientific Corporation; BC Cancer Agency; AstraZeneca; Eisai Canada; Sirtex Medical; Amgen","keywords":"Medicine; Hepatocellular carcinoma; Psychological intervention; Liver cancer; Cancer; Liver disease; Disease; Liver transplantation; Intensive care medicine; Internal medicine; Family medicine; Transplantation; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008180053,0.0003025306,0.0004780981,0.001824125,0.001616513,0.001785335,0.0009212028,0.0003981343,0.001875908],"category_scores_gemma":[0.005179354,0.0003001338,0.0004480388,0.007684262,0.0005072347,0.0005814537,0.001024807,0.0008980493,0.0002865324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03027283,"about_ca_system_score_gemma":0.02937201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934645,"about_ca_topic_score_gemma":0.9951645,"domain_scores_codex":[0.9989077,0.0001570308,0.0001408981,0.0001574882,0.0002924216,0.000344458],"domain_scores_gemma":[0.9959268,0.0004483604,0.001021231,0.000155913,0.001772992,0.0006746766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008077695,0.00002905417,0.988734,0.000103838,0.00009330546,0.000106204,0.0005978925,0.0006475589,0.00006971847,0.0001685991,0.003307803,0.006061314],"study_design_scores_gemma":[0.00001181207,0.00001937737,0.9915571,0.0001719196,0.00005393388,0.0001512417,0.003090613,0.00188871,0.00007783361,0.00009928571,0.002849545,0.00002853789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650087,0.002143101,0.0003868052,0.001791472,0.00002202883,0.00007430981,0.02727485,0.00002672512,0.003272011],"genre_scores_gemma":[0.9905241,0.001045933,0.0004618271,0.0002679684,0.000006903213,0.00002793429,0.007098073,0.000009551313,0.0005576383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03027283,"threshold_uncertainty_score":0.2196458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09681929534539627,"score_gpt":0.2947598421191212,"score_spread":0.1979405467737249,"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."}}