{"id":"W4308952847","doi":"10.1001/jamapediatrics.2022.4136","title":"Associations Between State-Level Changes in Reproductive Health Services and Indicators of Severe Maternal Morbidity","year":2022,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cross-sectional study; Environmental health; Legislature; Reproductive health; Maternal morbidity; Maternal health; Pregnancy; Demography; Health services; Population","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":[0.0006485346,0.00008661264,0.0001332805,0.0005087099,0.0002676614,0.0003416696,0.0002396775,0.0002426142,0.001390347],"category_scores_gemma":[0.003863744,0.0002030193,0.0002689789,0.0007844966,0.0001956797,0.0002642724,0.0004369506,0.0007258218,0.00009385726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257543,"about_ca_system_score_gemma":0.0004452537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881453,"about_ca_topic_score_gemma":0.04528951,"domain_scores_codex":[0.9994979,0.0002155282,0.00005322491,0.00007527414,0.00006206247,0.0000959086],"domain_scores_gemma":[0.9965773,0.0008389112,0.001863077,0.0002021047,0.000200552,0.0003180409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001283452,0.00001935264,0.9994807,0.000001781829,0.00002593819,0.000004500522,0.00002513637,0.00001771626,0.00002650914,0.00002186215,0.00003878126,0.0003249463],"study_design_scores_gemma":[7.363933e-7,0.00001981042,0.9997125,0.000001854496,0.000009900078,0.00002438869,0.00007755376,0.00007055502,0.00001960646,0.000009402347,0.00005267772,8.860542e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984794,0.0001212098,0.00007597145,0.0000932156,0.000003797522,0.000004852368,0.0004808053,0.000003244078,0.0007374597],"genre_scores_gemma":[0.9995068,0.00005836802,0.0000501523,0.0000289263,0.000005102811,0.000003715966,0.0002477656,9.858488e-7,0.00009817957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881453,"threshold_uncertainty_score":0.03741002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427260548345858,"score_gpt":0.3354204831960576,"score_spread":0.291147877712599,"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."}}