{"id":"W1883385347","doi":"10.1186/s12887-015-0450-4","title":"Diagnostic accuracy of WHO verbal autopsy tool for ascertaining causes of neonatal deaths in the urban setting of Pakistan: a hospital-based prospective study","year":2015,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"World Health Organization","keywords":"Verbal autopsy; Medicine; Autopsy; Cause of death; Pediatrics; Asphyxia; Disease; 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":[0.002146635,0.0003417087,0.0002714089,0.0009079942,0.0004175671,0.0006287879,0.0004922689,0.0005057739,0.0008502845],"category_scores_gemma":[0.0102672,0.0003235886,0.0003453019,0.0006515855,0.0004820027,0.0007810821,0.0005333819,0.0005313056,0.0002468529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434049,"about_ca_system_score_gemma":0.0005460175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005000758,"about_ca_topic_score_gemma":0.004840967,"domain_scores_codex":[0.9984981,0.0005418404,0.0002384046,0.0002400184,0.0002797612,0.0002019749],"domain_scores_gemma":[0.9954389,0.001570607,0.001755399,0.000284791,0.0006675781,0.0002827753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002934705,0.00002641596,0.9990315,0.000005618643,0.000007274047,0.00008687321,0.0001448787,0.00002747391,0.0000367246,0.000007820713,0.00003443445,0.0005615383],"study_design_scores_gemma":[0.000008501851,0.000344368,0.9965875,0.00002285299,0.00001793904,0.0009437618,0.001250946,0.0005139972,0.0001137294,0.0000353128,0.0001514137,0.000009619721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993749,0.00007434723,0.00009877938,0.00003417359,0.000005135857,0.00001985583,0.0001557895,0.000002074469,0.0002349235],"genre_scores_gemma":[0.9995534,0.00008113455,0.000110133,0.00001685189,0.000005100208,0.00001419523,0.0001810898,7.617474e-7,0.0000373228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005000758,"threshold_uncertainty_score":0.0113526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073395734650024,"score_gpt":0.3244615571896904,"score_spread":0.3037275998431902,"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."}}