{"id":"W2145816563","doi":"10.12927/whp.2011.22514","title":"A Qualitative Inquiry into the Application of Verbal Autopsy for a Mortality Surveillance System in a Rural Community of Southern India","year":2011,"lang":"en","type":"article","venue":"World health & population","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Verbal autopsy; Informed consent; Medicine; Qualitative research; Harmonization; Health care; Family medicine; Nursing; Environmental health; Cause of death; Alternative medicine; Law; Pathology; Political science; Sociology; Disease; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02046468,0.0004353045,0.000467021,0.001542067,0.008621659,0.003329008,0.002055441,0.001248185,0.0009620613],"category_scores_gemma":[0.02930064,0.0004930992,0.0002895871,0.001208021,0.009696907,0.00215027,0.004201111,0.001627243,0.0001143736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113433,"about_ca_system_score_gemma":0.00643852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007066819,"about_ca_topic_score_gemma":0.01004762,"domain_scores_codex":[0.9778376,0.01923474,0.0003925743,0.0003704537,0.0008258112,0.001338786],"domain_scores_gemma":[0.9589677,0.03361652,0.003279125,0.0007279008,0.001983425,0.001425287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000204917,0.0000322903,0.003806623,0.0001195292,0.000003434334,0.001296315,0.9904591,0.00005573197,0.000686185,0.0008526613,0.0001622339,0.002505403],"study_design_scores_gemma":[0.00000235262,0.00005282938,0.001275711,0.00007481458,0.000002362506,0.0002932332,0.996338,0.00007344216,0.0001755486,0.0001478407,0.00155754,0.000006280531],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935473,0.0001859353,0.002400052,0.001710861,0.00002049538,0.0001939739,0.00002911714,0.00001294809,0.001899313],"genre_scores_gemma":[0.9980615,0.0002141799,0.000955916,0.0002365584,0.000007565293,0.0001317807,0.00001028449,0.000004723299,0.000377458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046468,"threshold_uncertainty_score":0.1082289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088499534425994,"score_gpt":0.4395596165794861,"score_spread":0.3307096631368867,"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."}}