{"id":"W6901820678","doi":"10.60692/4snqg-9dm27","title":"Factors Associated with Physician Agreement on Verbal Autopsy of over 27000 Childhood Deaths in India","year":2010,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children; Public Health Ontario","funders":"","keywords":"Verbal autopsy; Multivariate analysis; Respondent; Logistic regression; Cause of death; Multivariate statistics; Confounding; Child mortality; Univariate","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":[0.0001783145,0.0001904882,0.0003802221,0.0002738081,0.00003775906,0.00002359624,0.00008820053,0.0001523089,0.00003591094],"category_scores_gemma":[0.0000198734,0.0001235376,0.00008095974,0.0002376841,0.00002590165,0.0002256991,0.00002320016,0.000233574,0.0000287376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372302,"about_ca_system_score_gemma":0.00005447591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001330192,"about_ca_topic_score_gemma":0.00000120496,"domain_scores_codex":[0.9987704,0.00002124934,0.0004933616,0.0001117786,0.0003951562,0.0002080107],"domain_scores_gemma":[0.9991773,0.000009962821,0.0003644821,0.000300332,0.0000778526,0.00007006808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005145521,0.00002267279,0.9649144,0.0001015737,0.00006917749,0.000003170307,0.03404773,0.000004951571,0.00001039236,0.0004889781,0.00002756089,0.0002579749],"study_design_scores_gemma":[0.001839053,0.0002318332,0.9915645,0.0004295722,0.00003624949,0.000002558061,0.003018297,0.0001335568,0.002566453,7.604666e-7,0.00004733213,0.0001298736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875565,3.583613e-7,0.0001177567,0.00001535988,0.0001251947,0.0005440751,0.00006543287,0.0001360611,0.01143922],"genre_scores_gemma":[0.9995425,2.725734e-8,0.00005425855,0.0002116556,0.00002750795,0.00002350433,0.00005788631,0.00001150393,0.00007115887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03102943,"threshold_uncertainty_score":0.5037718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980356168369445,"score_gpt":0.2301819289106234,"score_spread":0.210378367226929,"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."}}