{"id":"W4323041134","doi":"10.1148/cases.20239055","title":"Epipericardial Fat Necrosis","year":2023,"lang":"en","type":"standard","venue":"","topic":"Omental and Epiploic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Necrosis; Biology; Genetics","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":[0.0006580659,0.0002940665,0.0002529995,0.002046844,0.000684454,0.0007706805,0.0004295138,0.0007012923,0.03235751],"category_scores_gemma":[0.002431331,0.0001058412,0.0003989713,0.001374186,0.0007148669,0.0004392103,0.0009888574,0.001144467,0.009763971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009959,"about_ca_system_score_gemma":0.001707799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686124,"about_ca_topic_score_gemma":0.00369403,"domain_scores_codex":[0.9995,0.00007793963,0.00005807828,0.00006009185,0.0002267507,0.00007714128],"domain_scores_gemma":[0.9988037,0.0002233912,0.0001328399,0.0001650629,0.0004154191,0.0002594485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0003900343,0.000567992,0.02512843,0.000576688,0.0000475281,0.02707793,0.0001554649,0.0009410533,0.003219045,0.06679168,0.1987337,0.6763706],"study_design_scores_gemma":[0.0001311428,0.0004255067,0.03002891,0.0009173238,0.00004641304,0.114728,0.0001663158,0.0006829742,0.003646045,0.01690664,0.832285,0.00003572703],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03406724,0.008050171,0.004505389,0.006524321,0.001346357,0.0002207363,0.001202917,0.0003702084,0.9437125],"genre_scores_gemma":[0.3963595,0.02079744,0.01065607,0.0116717,0.002552155,0.0002142702,0.00627069,0.0003045479,0.5511736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03235751,"threshold_uncertainty_score":0.1082467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088625011325663,"score_gpt":0.3170859800866429,"score_spread":0.2861997299733863,"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."}}