{"id":"W2318808331","doi":"10.1016/j.jvir.2015.12.746","title":"Intraprocedural parenchymal blood volume (PBV) is a predictor of treatment response for chemoembolization of non resectable hepatocellular carcinoma: a prospective study","year":2016,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Response Evaluation Criteria in Solid Tumors; Prospective cohort study; Nuclear medicine; Carcinoma; Radiology; Internal medicine; Chemotherapy; Phases of clinical research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007976423,0.0004642977,0.0005279065,0.0005565404,0.0004784001,0.0008442706,0.0004403457,0.0009244846,0.00115839],"category_scores_gemma":[0.002380562,0.0004652712,0.0008543501,0.0008779701,0.0006018482,0.0008240034,0.000461266,0.001118534,0.0003439275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003394888,"about_ca_system_score_gemma":0.0004054843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036235,"about_ca_topic_score_gemma":0.0008330593,"domain_scores_codex":[0.9995341,0.0001626591,0.00005017366,0.0001018234,0.00007093572,0.00008037679],"domain_scores_gemma":[0.9980154,0.0005515192,0.000704037,0.0002096826,0.00011614,0.0004031513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001362385,0.0001671037,0.9969679,0.000008008764,0.0001155642,0.00006577248,0.00004621149,0.00005659019,0.0004078065,0.00001435705,0.00002881067,0.0007596369],"study_design_scores_gemma":[0.00003878107,0.0008137152,0.9979138,0.000003874855,0.000137264,0.0002677474,0.0001155183,0.0003932354,0.000164703,0.00003919198,0.0001043138,0.000007878837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993923,0.0002047219,0.00009199248,0.00002546755,0.000006390642,0.000007719975,0.00006977227,0.000002470605,0.0001990822],"genre_scores_gemma":[0.9996367,0.00006154166,0.00004955813,0.00001409694,0.00001702807,0.000007971054,0.0001197573,0.000002157049,0.00009115457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00115839,"threshold_uncertainty_score":0.0042184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301541628497285,"score_gpt":0.2715874376656878,"score_spread":0.2414332748159593,"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."}}