{"id":"W2995811415","doi":"10.1016/j.amepre.2019.09.012","title":"Impact of State-Level Changes on Maternal Mortality: A Population-Based, Quasi-Experimental Study","year":2019,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Demography; Medicine; Population; Microdata (statistics); Ethnic group; Mortality rate; Environmental health; Census","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953176,0.0002242681,0.001046752,0.0003458271,0.00002508459,0.000004308572,0.000141339,0.00002279842,0.000683253],"category_scores_gemma":[0.0000503622,0.0001356187,0.0002077371,0.0002549128,0.0001394824,0.00004865874,0.00002363138,0.0002644542,0.00001053606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232374,"about_ca_system_score_gemma":0.0001481534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965136,"about_ca_topic_score_gemma":0.00007309501,"domain_scores_codex":[0.9977232,0.0002279823,0.0007308923,0.0001898903,0.000890573,0.0002374273],"domain_scores_gemma":[0.9979541,0.00009618336,0.001123784,0.0002429944,0.0003078705,0.0002750251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002619508,0.00239157,0.9743482,0.0001089928,0.0004822903,0.0001345648,0.001195533,0.00001729622,0.002064606,0.000007103679,0.00001884976,0.01661145],"study_design_scores_gemma":[0.003436629,0.09804807,0.893356,0.0009976424,0.0001382364,0.00009817972,0.002446587,0.00005140749,0.001298245,0.00002609262,0.000007902228,0.00009501784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984221,0.0001609421,0.00009048069,0.0003437727,0.00026001,0.000560605,0.00003589802,0.000007621339,0.0001185565],"genre_scores_gemma":[0.9990327,0.00001533734,0.0001005896,0.0002180354,0.0002284822,0.00000483166,0.00001015503,0.00002527249,0.0003645431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09565649,"threshold_uncertainty_score":0.9996476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453989394329552,"score_gpt":0.4033173728043402,"score_spread":0.3587774788610446,"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."}}