{"id":"W2132282987","doi":"10.3747/co.v18i5.800","title":"Patterns of Presentation, Referral, and Treatment of Hepatocellular Carcinoma in a Pre-Sorafenib Era: Experience of a Canadian Provincial Cancer Agency","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Sorafenib; Hepatocellular carcinoma; Referral; Internal medicine; Cancer; Surgery; Oncology; Family medicine","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":[0.001171319,0.0002792754,0.0002690337,0.001039413,0.004528142,0.001252423,0.001193566,0.0005384932,0.00256525],"category_scores_gemma":[0.004339971,0.0004627906,0.000298949,0.003640879,0.001080443,0.0004657657,0.001218669,0.0008772573,0.0003821749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03653367,"about_ca_system_score_gemma":0.04424521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9681911,"about_ca_topic_score_gemma":0.9852602,"domain_scores_codex":[0.9984198,0.0001935204,0.00008741144,0.0001556366,0.0005018724,0.0006417639],"domain_scores_gemma":[0.9932436,0.0004569817,0.001313152,0.0001775191,0.002538648,0.002270096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001639328,0.0001462057,0.9602882,0.0001006044,0.00002704693,0.002530578,0.00900885,0.0002633136,0.00082248,0.0001096564,0.005592842,0.02094634],"study_design_scores_gemma":[0.00002248941,0.0001955003,0.9685874,0.0001087343,0.00002243198,0.002502322,0.01781956,0.0003869556,0.0002202003,0.00004862162,0.0100347,0.00005112202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909424,0.00117263,0.0001559783,0.002273268,0.00003438743,0.00008987558,0.001228017,0.00002533552,0.004078033],"genre_scores_gemma":[0.9952625,0.001362629,0.0004722174,0.0005104527,0.00002073352,0.00002145589,0.0006127956,0.00002137269,0.001715802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03653367,"threshold_uncertainty_score":0.2650716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2531102872840624,"score_gpt":0.3641004893696638,"score_spread":0.1109902020856014,"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."}}