{"id":"W4294754877","doi":"10.1148/radiol.220410","title":"High-resolution (7-T) Liver MRI for Pathologic Examination","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Institut Universitaire de France; Université de Strasbourg; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; European Commission","keywords":"Medicine; Homogeneous; Nuclear medicine; Portal vein; Magnetic resonance imaging; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001589298,0.00006699341,0.0001539105,0.00006062405,0.000135422,0.000002192842,0.00003751421,0.00003648745,0.0004304479],"category_scores_gemma":[0.00003084552,0.00005722365,0.00007115588,0.00005423947,0.00002977441,0.00001876104,0.00003135524,0.00005562574,0.00002054198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952554,"about_ca_system_score_gemma":0.00003136605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001974736,"about_ca_topic_score_gemma":0.000001351499,"domain_scores_codex":[0.9993786,0.0001143068,0.00009785483,0.0001939775,0.00007067632,0.0001445458],"domain_scores_gemma":[0.9996545,0.0001037064,0.00004211828,0.000125086,0.00002970206,0.00004489105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00348112,0.01025629,0.2536395,0.0004892386,0.00160457,0.004878318,0.003347525,0.004250785,0.008608901,0.2186931,0.2685388,0.2222119],"study_design_scores_gemma":[0.004193813,0.003376701,0.9644099,0.000005827374,0.0003764174,0.0005008099,0.000144976,0.002180136,0.0003974174,0.001074473,0.02320491,0.0001346033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944373,0.001716406,0.00102916,0.001228148,0.0003623615,0.0007465982,0.00009325675,0.00005756,0.0003292442],"genre_scores_gemma":[0.9962875,0.0001425145,0.001091007,0.0006635408,0.0001365244,0.0008135406,0.0005136838,0.000008309923,0.0003433347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107704,"threshold_uncertainty_score":0.4713103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094745966603434,"score_gpt":0.2551127064052885,"score_spread":0.2341652467392542,"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."}}