{"id":"W3168451941","doi":"10.1055/s-0041-1730698","title":"A Retrospective Comparative Study of Four Different Transarterial Regimens for Treatment of Hepatocellular Carcinoma","year":2018,"lang":"en","type":"article","venue":"The Arab Journal of Interventional Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Lipiodol; Regimen; Retrospective cohort study; Doxorubicin; Internal medicine; Gastroenterology; Cisplatin; Portal vein thrombosis; Surgery; Chemotherapy; Thrombosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003519499,0.0001875542,0.001010569,0.0001626306,0.00006808518,0.000004022575,0.00014304,0.00006367359,0.0001451607],"category_scores_gemma":[0.00003210704,0.0001054631,0.0007654296,0.00008895196,0.0002815714,0.00003643932,0.00001237011,0.00007252576,0.000001602997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615545,"about_ca_system_score_gemma":0.00007369471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003556264,"about_ca_topic_score_gemma":0.00002653399,"domain_scores_codex":[0.9982448,0.0003346906,0.0008658752,0.0001576764,0.0002269204,0.0001699992],"domain_scores_gemma":[0.9981884,0.0001790461,0.0007169955,0.0002071485,0.0006357459,0.00007270795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01246535,0.005951758,0.949743,0.00005447791,0.003639175,0.00008851547,0.008893061,0.000001339314,0.0179031,0.0006054718,0.0002477894,0.0004069326],"study_design_scores_gemma":[0.02600412,0.2154801,0.6691685,0.0002208899,0.002731466,0.001388075,0.002598032,0.001365384,0.07879521,0.001890324,0.0001878881,0.0001699086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963921,0.000720422,0.00109817,0.0002980629,0.0003306904,0.00104726,0.00004548624,0.000003405424,0.00006434421],"genre_scores_gemma":[0.9991187,0.00001930024,0.0002379013,0.000008276016,0.0004391274,0.00004278418,0.00001228108,0.00001210861,0.0001095191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805745,"threshold_uncertainty_score":0.4300659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12923938262316,"score_gpt":0.3228288425541643,"score_spread":0.1935894599310043,"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."}}