{"id":"W2160919290","doi":"10.1016/j.crad.2011.11.013","title":"Value of subtraction MRI in assessing treatment response following image-guided loco-regional therapies for hepatocellular carcinoma","year":2012,"lang":"en","type":"article","venue":"Clinical Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; Royal Alexandra Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Magnetic resonance imaging; Receiver operating characteristic; Subtraction; Radiology; Nuclear medicine; Confidence interval; Gold standard (test); Kappa; Institutional review board; Milan criteria; Protocol (science); Cohen's kappa; Internal medicine; Surgery; Pathology; Statistics; Liver transplantation; Transplantation","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":[0.0017634,0.0005740088,0.0006540948,0.001314842,0.0002276115,0.0007221259,0.0004910193,0.0006684771,0.0006381631],"category_scores_gemma":[0.00714383,0.0002047818,0.0003612922,0.0006002706,0.0004393893,0.000744903,0.0002472588,0.0007016242,0.0002616118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004578707,"about_ca_system_score_gemma":0.0004129292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228814,"about_ca_topic_score_gemma":0.002265728,"domain_scores_codex":[0.9995517,0.000234903,0.00005224442,0.00003575589,0.0000821761,0.00004322805],"domain_scores_gemma":[0.9976432,0.001189236,0.0003254299,0.0001243134,0.0005220938,0.0001957639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01950386,0.000466889,0.8274426,0.0003355581,0.0005504136,0.001694006,0.0002302662,0.003912974,0.02851761,0.0002293057,0.00070411,0.1164124],"study_design_scores_gemma":[0.0002403893,0.005969522,0.9406081,0.00006736071,0.001090825,0.005237689,0.0003833779,0.02321355,0.02070733,0.0005154084,0.00189494,0.00007144101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888542,0.004650587,0.001176686,0.0003350039,0.0000848116,0.00005278506,0.0001446194,0.00006844759,0.004632895],"genre_scores_gemma":[0.9977407,0.0008254802,0.0009142367,0.00006593543,0.00006835764,0.00001363489,0.0001174532,0.000008541753,0.0002455709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228814,"threshold_uncertainty_score":0.009325862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1968680918716519,"score_gpt":0.4087728160353117,"score_spread":0.2119047241636598,"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."}}