{"id":"W2537186554","doi":"10.1002/jmri.25521","title":"One‐month apparent diffusion coefficient correlates with response to radiofrequency ablation of hepatocellular carcinoma","year":2016,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Effective diffusion coefficient; Receiver operating characteristic; Radiofrequency ablation; Magnetic resonance imaging; Diffusion MRI; Radiology; Multivariate analysis; Stage (stratigraphy); Ablation; Nuclear medicine; Internal medicine","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":[0.0005685518,0.0001785947,0.0005051791,0.0003699913,0.0001330218,0.0003741268,0.00018964,0.0004347647,0.001061429],"category_scores_gemma":[0.004164577,0.00009365181,0.0002901951,0.000227307,0.0002430156,0.0002327798,0.0001887859,0.0003248308,0.000284352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361094,"about_ca_system_score_gemma":0.0001254083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000656779,"about_ca_topic_score_gemma":0.0007083734,"domain_scores_codex":[0.9997686,0.00006157391,0.00003605071,0.00004215575,0.00005213554,0.0000395875],"domain_scores_gemma":[0.9962209,0.0007253437,0.002237434,0.0001510904,0.0003039468,0.0003613484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002162392,0.0001061533,0.9773697,0.0001181007,0.0002257337,0.0001569118,0.00006440125,0.0002630026,0.005686042,0.00001787642,0.0001874381,0.01364217],"study_design_scores_gemma":[0.00001836144,0.0007212426,0.9979482,0.000007636934,0.00005910583,0.0003299892,0.000023118,0.0001781605,0.0005520125,0.00001491205,0.0001405162,0.000006837978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977295,0.001739211,0.0001401414,0.00005422429,0.000007937037,0.000007738682,0.00005833484,0.00000547765,0.0002573603],"genre_scores_gemma":[0.999542,0.0001694939,0.0000650666,0.00001500498,0.0000143824,0.000005080135,0.0000980725,0.000001284442,0.00008955409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061429,"threshold_uncertainty_score":0.003550887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120158207284231,"score_gpt":0.2411895202090158,"score_spread":0.2291736994805927,"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."}}