{"id":"W4379796386","doi":"10.22215/rrep/2023.sdhl.106","title":"Definitions and Methods for Analysis of Multiple Cause of Death: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cause of death; Scopus; Portuguese; Inclusion (mineral); Web of science; Medicine; Disease; MEDLINE; Psychology; Meta-analysis; Pathology; Political science; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007959628,0.0001904361,0.004287291,0.0005119721,0.00002000774,0.000002344328,0.00006753606,0.0001457426,0.00005752891],"category_scores_gemma":[0.001277984,0.0001263234,0.00121959,0.001026598,0.00003477617,0.00001416109,0.00006328146,0.00009098751,7.143198e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002155382,"about_ca_system_score_gemma":0.0001626015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000515329,"about_ca_topic_score_gemma":0.00002899253,"domain_scores_codex":[0.9984618,0.00009802524,0.001010605,0.0002258109,0.00008461472,0.0001191569],"domain_scores_gemma":[0.9969822,0.001962923,0.000486902,0.0003921804,0.0001198248,0.00005595314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001245452,0.00001956064,0.00006752468,0.5788797,0.002572588,0.000001387599,0.000006203647,1.925881e-8,2.777555e-7,0.00202325,0.0001154698,0.4163128],"study_design_scores_gemma":[0.0001783612,0.00009398015,0.00003915262,0.7999042,0.1139464,0.00001401574,0.000004036114,0.0000607075,0.000008659438,0.0001892344,0.08537939,0.0001818382],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.455316e-7,0.9327667,0.06432924,0.00002531477,0.00001374025,0.00245403,0.0001098878,0.00006111208,0.0002397998],"genre_scores_gemma":[9.600023e-8,0.7700242,0.229191,0.0000699211,0.00000579014,0.000308631,0.0001888788,0.0000244103,0.0001870759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4161309,"threshold_uncertainty_score":0.5151318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4805043393005388,"score_gpt":0.5766072426289575,"score_spread":0.09610290332841864,"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."}}