{"id":"W4313643623","doi":"10.2139/ssrn.4316858","title":"Predictors and Disparities in Neonatal and Under 5 Mortality in Rural Pakistan","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research; University of Toronto","funders":"","keywords":"Environmental health; Medicine; Demography; Geography; Environmental science; Sociology","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":[0.0003714022,0.0001995768,0.000250467,0.0007377927,0.0009203219,0.0006590331,0.0004194571,0.0004067533,0.003309881],"category_scores_gemma":[0.001972279,0.0002585514,0.0003553976,0.001625318,0.000425762,0.0005959651,0.0008184345,0.0009588092,0.0002760015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175899,"about_ca_system_score_gemma":0.001716777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06824882,"about_ca_topic_score_gemma":0.0767878,"domain_scores_codex":[0.9995413,0.0000782288,0.00004840938,0.00007535411,0.00004375705,0.0002130049],"domain_scores_gemma":[0.9988167,0.0002280671,0.0004715689,0.00004001399,0.0001085495,0.0003351663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002001791,0.00002942566,0.9987152,0.000005325837,0.000009319187,0.00006290538,0.0001997469,0.00002997765,0.00002141126,0.00008439783,0.0001313502,0.0006909744],"study_design_scores_gemma":[0.000002017092,0.00003112196,0.996932,0.00001497896,0.000008362785,0.0001080985,0.002450422,0.0001475076,0.00001659899,0.000102199,0.0001825598,0.000004098767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982467,0.0001296916,0.00003421,0.000302374,0.000009312896,0.000003616318,0.0004618504,0.000001805386,0.0008104638],"genre_scores_gemma":[0.9995825,0.00008575849,0.00001725326,0.0000245431,0.00000688664,0.000003480709,0.0001643423,9.461408e-7,0.0001143122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06824882,"threshold_uncertainty_score":0.1357031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00852489016567328,"score_gpt":0.2892910012683284,"score_spread":0.2807661111026551,"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."}}