{"id":"W2793152796","doi":"10.1093/jcag/gwy008.078","title":"A77 TRACKING WAIT TIMES AND OUTCOMES OF RADIOFREQUENCY ABLATION IN PATIENTS WITH HEPATOCELLULAR CARCINOMA: A QUALITY IMPROVEMENT INITIATIVE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiofrequency ablation; Cancer; Liver cancer; Internal medicine; Stage (stratigraphy); General surgery; Ablation","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":[0.005693652,0.0002096367,0.0003054153,0.001391711,0.000543983,0.001102498,0.0007041194,0.0003334431,0.001246085],"category_scores_gemma":[0.01128893,0.0002163368,0.0006842871,0.002999766,0.0002662018,0.001448406,0.001536834,0.0005265599,0.0001507251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167,"about_ca_system_score_gemma":0.00248534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558491,"about_ca_topic_score_gemma":0.01767571,"domain_scores_codex":[0.9977615,0.0009787712,0.0004102205,0.0002299477,0.0003876581,0.0002318787],"domain_scores_gemma":[0.9858614,0.001753999,0.007865825,0.0004226851,0.002094871,0.00200122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477191,0.0001227604,0.9931057,0.00004964408,0.00004823752,0.00001225059,0.0001796862,0.000134575,0.00003785423,0.00004762732,0.0006928351,0.005421082],"study_design_scores_gemma":[0.00002845529,0.0004955879,0.9975199,0.0000399962,0.00004859979,0.00002280826,0.0004199567,0.000821144,0.0000509911,0.00004877321,0.0004967105,0.000007007937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989718,0.0008976483,0.001091406,0.001546649,0.00003759559,0.0003085834,0.004474879,0.00004338821,0.001881796],"genre_scores_gemma":[0.9951852,0.0002483637,0.001581907,0.0001845565,0.00004218358,0.0002986203,0.002253482,0.000005171888,0.0002004842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558491,"threshold_uncertainty_score":0.0309884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381782139874461,"score_gpt":0.235593441797011,"score_spread":0.2117756203982664,"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."}}