{"id":"W4205921047","doi":"10.1002/jmri.28056","title":"Modifying <scp>LI‐RADS</scp> on Gadoxetate Disodium‐Enhanced <scp>MRI</scp>: A Secondary Analysis of a Prospective Observational Study","year":2022,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Natural Science Foundation of China","keywords":"Medicine; Interquartile range; McNemar's test; Nuclear medicine; Diffusion MRI; Prospective cohort study; Radiology; Magnetic resonance imaging; Hepatocellular carcinoma; Receiver operating characteristic; Pathology; Internal medicine; Mathematics","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":[0.005913588,0.0006708337,0.000711274,0.0007398489,0.0004210187,0.0005718477,0.0008477742,0.0005834077,0.001214415],"category_scores_gemma":[0.01046478,0.0003647625,0.001929948,0.0009491362,0.0003922949,0.0005842235,0.0005184099,0.0007187384,0.0004364667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962859,"about_ca_system_score_gemma":0.0007609813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252873,"about_ca_topic_score_gemma":0.001892405,"domain_scores_codex":[0.9952844,0.002177638,0.000624033,0.0008522316,0.00078767,0.0002739266],"domain_scores_gemma":[0.9869833,0.00315731,0.005662462,0.002002066,0.001616997,0.0005778308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005185149,0.0002479439,0.9895003,0.0001075367,0.001202996,0.00007584634,0.00006230305,0.0002049238,0.0006499839,0.00003399601,0.0005450008,0.002183966],"study_design_scores_gemma":[0.0004380314,0.001964957,0.9941513,0.00002068754,0.0009190327,0.0001551658,0.00005594831,0.001076129,0.0006573059,0.00004131571,0.0005080296,0.00001210411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965623,0.0002034528,0.0008748925,0.00004204277,0.0000228212,0.0002831373,0.001654697,0.00001506937,0.0003415133],"genre_scores_gemma":[0.9961351,0.00003564305,0.0006211794,0.00005142609,0.00003620383,0.0003546435,0.002618259,0.000009563228,0.0001379471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005913588,"threshold_uncertainty_score":0.03127438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05241878260898843,"score_gpt":0.2804362938318434,"score_spread":0.228017511222855,"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."}}