{"id":"W1977823922","doi":"10.1371/journal.pone.0095696","title":"The Effect of Health-Facility Admission and Skilled Birth Attendant Coverage on Maternal Survival in India: A Case-Control Analysis","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"","keywords":"Medicine; Health facility; Maternal death; Confidence interval; Population; Pregnancy; Birth attendant; Obstetrics; Demography; Standardized mortality ratio; Health care; Environmental health; Emergency medicine; Maternal health; Health services; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004226533,0.0005673422,0.0007476898,0.002606795,0.0007358697,0.001324777,0.001786713,0.0007967523,0.001771197],"category_scores_gemma":[0.008158181,0.0007724282,0.002333662,0.002457679,0.000903777,0.0003871353,0.0007882531,0.0008743794,0.0001764542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092971,"about_ca_system_score_gemma":0.0008131473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03779775,"about_ca_topic_score_gemma":0.01796761,"domain_scores_codex":[0.9945685,0.002227046,0.0007277802,0.00134963,0.0006506611,0.0004764917],"domain_scores_gemma":[0.9902294,0.004276238,0.002437235,0.001943553,0.000697728,0.0004156908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005834486,0.0000937727,0.9953251,0.00006243738,0.001449451,0.000389206,0.0001760576,0.0002044671,0.0002038888,0.00008526725,0.0001369558,0.001289952],"study_design_scores_gemma":[0.00005296797,0.0002696297,0.9964199,0.00001845486,0.001117837,0.0006165462,0.0002088009,0.0009440915,0.0001056807,0.00003826001,0.0001930275,0.00001482255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979537,0.0005325087,0.0004540896,0.00004696261,0.00001010639,0.00005174116,0.0005598201,0.00001654807,0.0003745026],"genre_scores_gemma":[0.9989754,0.0001297619,0.0002802895,0.00002214645,0.000009676524,0.00004009392,0.000437957,0.000004323472,0.0001003402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03779775,"threshold_uncertainty_score":0.0751555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214115406271005,"score_gpt":0.2500963792402099,"score_spread":0.2379552251774998,"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."}}