{"id":"W4385539563","doi":"10.1017/9781009320924.013","title":"Appendix: Cause of Death Database","year":2023,"lang":"en","type":"other","venue":"","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Appendix; Database; Computer science; Biology","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":[0.00005702854,0.0001326719,0.0003739928,0.0001836618,0.000004861679,0.00000159258,0.00007252239,0.0001603612,0.01699098],"category_scores_gemma":[0.00002877011,0.00009279318,0.00008363635,0.00007966567,0.00002282939,0.000008333753,0.00006572835,0.000112129,0.0007828762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001700579,"about_ca_system_score_gemma":0.00004138555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141581,"about_ca_topic_score_gemma":0.0003137902,"domain_scores_codex":[0.9994056,0.000005237161,0.0001452807,0.0001658038,0.0001575971,0.0001204559],"domain_scores_gemma":[0.9993278,0.0000192121,0.00008243435,0.0005016287,0.00001058709,0.00005832124],"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":[0.000005478806,0.00002576625,0.006002166,0.0002250909,0.00009546889,0.0001366502,0.000005214924,2.944803e-9,0.00002080379,0.005179774,0.9874794,0.0008242072],"study_design_scores_gemma":[0.0002894107,0.00005565307,0.001153029,0.0005551546,0.0001586455,0.00001853134,0.00001116763,0.000003741394,0.0006338754,0.00002603131,0.9969803,0.0001144715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001633486,0.0002303634,0.0009650093,0.0001410469,0.0001268882,0.0003472972,0.0001406159,0.001626083,0.9964064],"genre_scores_gemma":[0.0001106377,0.0006648778,0.005976435,0.000230802,0.0001254884,0.000008402627,0.000180337,0.0006326752,0.9920703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01620811,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476024662411693,"score_gpt":0.3467379502156548,"score_spread":0.3019777035915379,"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."}}