{"id":"W4249696018","doi":"10.1148/cases.20203654","title":"Epipericardial fat necrosis","year":2020,"lang":"en","type":"standard","venue":"","topic":"Omental and Epiploic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002276003,0.0002025824,0.0005447792,0.00006785485,0.00007110107,0.00002393312,0.00006672917,0.0001784254,0.01227077],"category_scores_gemma":[0.00004319282,0.0001581535,0.0003631933,0.0001658034,0.00007066213,0.00002460737,0.0000854378,0.0003668711,0.001309876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189471,"about_ca_system_score_gemma":0.000130222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008532622,"about_ca_topic_score_gemma":0.000008006685,"domain_scores_codex":[0.998953,0.00001133779,0.0001997434,0.0003007655,0.0003308592,0.0002042915],"domain_scores_gemma":[0.9994066,0.00002529325,0.00003928224,0.0002168557,0.00004616258,0.000265844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004080449,0.00003221579,0.00008050109,0.0001163576,0.0001609426,0.00007011632,0.0000670442,4.265411e-8,0.0001902869,0.0001024947,0.9926389,0.006500247],"study_design_scores_gemma":[0.0005927746,0.000260853,0.0003638242,0.00009590572,0.0003354227,0.00002303613,0.00008921824,0.000003833711,0.0001758915,0.0001611671,0.9977269,0.0001712325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002182736,0.0005048126,0.000201612,0.02313104,0.002022984,0.0004392204,0.001679178,0.000279454,0.9715234],"genre_scores_gemma":[0.03573919,0.002645661,0.002025138,0.02074943,0.01114775,0.000145234,0.009572322,0.000161566,0.9178137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05370972,"threshold_uncertainty_score":0.9994677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406591824864386,"score_gpt":0.2893688037507346,"score_spread":0.2653028855020907,"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."}}