{"id":"W2898439726","doi":"10.1093/annonc/mdy282.093","title":"Practice patterns and deterioration of liver function after transarterial chemoembolization (TACE) in hepatocellular carcinoma (HCC): Final analysis of OPTIMIS in Europe and Canada","year":2018,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Sorafenib; Internal medicine; Liver function; Population; Gastroenterology; Portal vein thrombosis; Clinical endpoint; Thrombosis; Clinical trial","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":[0.002257854,0.0005391211,0.0009189253,0.003607716,0.00119506,0.002302292,0.001660333,0.0006885424,0.001693284],"category_scores_gemma":[0.006863433,0.0004345883,0.001848543,0.009287544,0.0007235252,0.0006724492,0.001666306,0.0008494731,0.0001792114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02752532,"about_ca_system_score_gemma":0.03497618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725211,"about_ca_topic_score_gemma":0.9735908,"domain_scores_codex":[0.996875,0.0003201104,0.0003641742,0.0005464099,0.001060614,0.0008337033],"domain_scores_gemma":[0.9896596,0.0008365121,0.002751203,0.0003199978,0.004615304,0.001817398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670624,0.00002295249,0.9941532,0.00007150741,0.0003409141,0.00004222077,0.0002123721,0.0002537347,0.00003513079,0.0001170675,0.001035515,0.003448219],"study_design_scores_gemma":[0.00002548263,0.00003315798,0.9977035,0.00007469517,0.0001398849,0.00005169771,0.0005193874,0.0005479843,0.00002682203,0.00002290991,0.0008371847,0.00001733963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733301,0.004017545,0.0001734874,0.0004929556,0.00001892745,0.0001170603,0.01854639,0.00002197712,0.003281433],"genre_scores_gemma":[0.9907132,0.001329436,0.0002386581,0.0001768743,0.00001177755,0.0000424181,0.006885485,0.00001895261,0.0005832397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02752532,"threshold_uncertainty_score":0.1997111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07361650887830953,"score_gpt":0.2965782951831292,"score_spread":0.2229617863048197,"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."}}