{"id":"W2042792372","doi":"10.1046/j.1365-3016.2003.00475.x","title":"Validation of verbal autopsy to determine the cause of 137 neonatal deaths in Karachi, Pakistan","year":2003,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Aga Khan Foundation; Bill and Melinda Gates Foundation","keywords":"Medicine; Medical diagnosis; Verbal autopsy; Pediatrics; Cause of death; Autopsy; Neonatal death; Disease; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006214852,0.0005033483,0.000277824,0.001631226,0.0007567725,0.0006094899,0.0008765699,0.000401857,0.001068538],"category_scores_gemma":[0.02343198,0.0003980975,0.0003125968,0.0007451824,0.0008338729,0.0005993259,0.001363126,0.0003934824,0.0006379429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008261387,"about_ca_system_score_gemma":0.001488299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008699561,"about_ca_topic_score_gemma":0.008480298,"domain_scores_codex":[0.9967571,0.001337129,0.0005829619,0.0004417103,0.0006267087,0.0002544335],"domain_scores_gemma":[0.9901574,0.003961103,0.001594563,0.0009812756,0.003068693,0.0002368993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002811426,0.0001666856,0.9645782,0.0001042132,0.00002687974,0.0008236663,0.004073629,0.0003194961,0.001999532,0.0001301945,0.000448755,0.02704765],"study_design_scores_gemma":[0.00006383968,0.001015899,0.9829394,0.00009967542,0.00002819419,0.001848144,0.005922643,0.001683122,0.003358813,0.0001556103,0.002859802,0.00002494972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996374,0.00009257989,0.001112912,0.00004448056,0.00002810739,0.00051685,0.0005816396,0.00001301448,0.001236403],"genre_scores_gemma":[0.9949281,0.0002315559,0.002320129,0.00006663787,0.00001881813,0.0005413136,0.001536614,0.000005684539,0.0003510953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008699561,"threshold_uncertainty_score":0.03286767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574908135982157,"score_gpt":0.3442743882116924,"score_spread":0.3085253068518708,"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."}}