{"id":"W2765871919","doi":"10.2214/ajr.17.18136","title":"Fat-Containing Liver Lesions on Imaging: Detection and Differential Diagnosis","year":2017,"lang":"en","type":"review","venue":"American Journal of Roentgenology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Differential diagnosis; Radiology; Pathology; Nuclear 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":[0.0005490402,0.0008802472,0.0008609696,0.003477799,0.0002573075,0.001033337,0.000759844,0.0009490389,0.001359618],"category_scores_gemma":[0.001882809,0.0002233946,0.0003602621,0.001940175,0.0008337192,0.001510913,0.0005317007,0.001261226,0.0006389968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639195,"about_ca_system_score_gemma":0.0005971757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008277242,"about_ca_topic_score_gemma":0.001137446,"domain_scores_codex":[0.9996045,0.00008292165,0.00007839222,0.00006282674,0.0001350655,0.0000363337],"domain_scores_gemma":[0.9991622,0.0004418544,0.0001800767,0.00002126251,0.000156664,0.00003793151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005442882,0.00004289186,0.006252158,0.01708592,0.0001382472,0.006836516,0.0002393468,0.0004954361,0.002726653,0.002573601,0.02180592,0.9417489],"study_design_scores_gemma":[0.00001992136,0.000153503,0.02278275,0.03635206,0.0005594116,0.3000251,0.001493379,0.0006152059,0.002845975,0.00892831,0.6261184,0.0001059009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008238914,0.9969407,0.0003375409,0.0005070381,0.0001736499,0.00000441267,0.00001518297,0.00001132629,0.001186278],"genre_scores_gemma":[0.008107576,0.9900774,0.0005720973,0.0003353428,0.0006340275,0.000004315707,0.00003678521,0.000003116811,0.0002292425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003477799,"threshold_uncertainty_score":0.004548371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026565302092382,"score_gpt":0.3910847186251347,"score_spread":0.2884281884158965,"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."}}