{"id":"W4387774224","doi":"10.3390/curroncol30100663","title":"Safety and Efficacy of Hepatic Artery Embolization in Heavily Treated Patients with Intrahepatic Cholangiocarcinoma: Analysis of Clinicopathological and Radiographic Parameters Associated with Better Overall Survival","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute; Société Française de Radiologie","keywords":"Medicine; Univariate analysis; Vascularity; Intrahepatic Cholangiocarcinoma; Embolization; Proportional hazards model; Surgical oncology; Multivariate analysis; Internal medicine; Logistic regression; Surgery; Immunohistochemistry; Radiology; Hazard ratio; Oncology; Gastroenterology; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005453941,0.0001232058,0.0003418055,0.0002524422,0.0001245172,0.0002253074,0.0001029116,0.0001848799,0.0002565692],"category_scores_gemma":[0.001171864,0.00008842013,0.0003526029,0.0002144188,0.0001955913,0.0001927938,0.0001452836,0.0001986318,0.00006060371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696165,"about_ca_system_score_gemma":0.0001539591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002906155,"about_ca_topic_score_gemma":0.0006244414,"domain_scores_codex":[0.9997943,0.00009060918,0.00002487035,0.00002588301,0.00003839866,0.00002587807],"domain_scores_gemma":[0.9990813,0.0003183936,0.0003533729,0.00005529786,0.00004962251,0.0001420314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005233462,0.0001872095,0.9658077,0.00004495347,0.0001973233,0.0003027219,0.00006856691,0.0004709749,0.00540741,0.00002312687,0.0000989192,0.02215756],"study_design_scores_gemma":[0.0001498763,0.003940742,0.9926021,0.000006879169,0.0001504778,0.0008083619,0.00005362872,0.001022991,0.0009221254,0.00004060706,0.0002939796,0.000008431396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991443,0.0005141111,0.00012727,0.00002732256,0.000002494486,0.000004109187,0.00002634349,0.000002818472,0.0001511191],"genre_scores_gemma":[0.9996893,0.0001055195,0.00005958763,0.00001837908,0.00001284305,0.000004063874,0.0000762362,9.354481e-7,0.00003297103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005453941,"threshold_uncertainty_score":0.002884388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737120571979581,"score_gpt":0.3229622064660115,"score_spread":0.2755910007462157,"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."}}