{"id":"W2147188699","doi":"10.1093/europace/eut433","title":"Sudden cardiac death: improving our pathological diagnosis--are we there yet?","year":2014,"lang":"en","type":"letter","venue":"EP Europace","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; Hamilton Health Sciences","funders":"","keywords":"Medicine; Sudden cardiac death; Autopsy; Pathological; Incidence (geometry); Sudden death; Cause of death; Disease; Pediatrics; Cardiology; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004132205,0.0005139525,0.00099413,0.0001483617,0.000139809,0.00008831946,0.0002128844,0.0008998082,0.00005424004],"category_scores_gemma":[0.0006007906,0.0003838504,0.0007116074,0.0001655865,0.00005813953,0.00005703826,0.0001455409,0.002167632,0.000715795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049342,"about_ca_system_score_gemma":0.00008945745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003972105,"about_ca_topic_score_gemma":0.000001802999,"domain_scores_codex":[0.9970158,0.0005741814,0.0003584143,0.000773759,0.0006784011,0.000599381],"domain_scores_gemma":[0.9982038,0.0003507453,0.0003108768,0.0007943059,0.0001760226,0.0001642928],"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":[0.00002816133,0.00002470839,0.03319743,0.0005418966,0.0001002678,0.003981562,0.0001436217,0.000001989886,0.000173473,0.000006704876,0.9587405,0.003059654],"study_design_scores_gemma":[0.0004596803,0.0001167239,0.04017544,0.0005609271,0.0005017981,0.0000509242,0.0002014232,0.00001038103,0.00007358036,0.0000355541,0.9573649,0.0004486534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01681384,0.006718063,0.0001729338,0.9559025,0.008834069,0.001097524,0.0001106241,0.0004126716,0.009937784],"genre_scores_gemma":[0.2299644,0.006801717,0.0009389285,0.6519555,0.07711136,0.0004890962,0.00140827,0.0007408614,0.03058982],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.303947,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474949900846328,"score_gpt":0.2853747660269749,"score_spread":0.2506252670185116,"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."}}