{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001177746,0.0008215233,0.001161335,0.005908226,0.0004249474,0.001077155,0.0008683028,0.000717646,0.5035026],"category_scores_gemma":[0.01827118,0.0004992882,0.0006969662,0.008396735,0.0001472463,0.001009341,0.0008351913,0.0008886301,0.1831309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639612,"about_ca_system_score_gemma":0.002281913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295815,"about_ca_topic_score_gemma":0.01336184,"domain_scores_codex":[0.9986539,0.0002224042,0.0005277334,0.0002258318,0.0002750254,0.00009507815],"domain_scores_gemma":[0.9847773,0.004476275,0.001877104,0.0007047063,0.00760725,0.0005572673],"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":[0.00004509011,0.00001614436,0.0009698375,0.000538961,0.00001448102,0.00001899532,0.000007814397,0.00008957581,0.00001535134,0.0002908562,0.9928898,0.005103056],"study_design_scores_gemma":[0.0006197867,0.0000689762,0.03113444,0.001925016,0.00007526133,0.000400118,0.0001172988,0.0003910316,0.0001617452,0.003875816,0.9611781,0.00005232975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001376476,0.0001217243,0.0002388989,0.0002330188,0.0001044956,0.0001481907,0.9932272,0.0001455695,0.005643212],"genre_scores_gemma":[0.002665494,0.0006624204,0.0009890556,0.0007953207,0.000228095,0.001012935,0.9821749,0.0001586521,0.01131308],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5035026,"threshold_uncertainty_score":0.7081933,"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."}}