{"id":"W2511868718","doi":"10.1111/jmwh.12491","title":"Prenatal Depression Screening by Certified Nurse‐Midwives, Oregon","year":2016,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Certification; Referral; Family medicine; Edinburgh Postnatal Depression Scale; Prenatal care; Depression (economics); Demographics; Pregnancy; Mental health; Prenatal screening; Nurse-Midwives; Nursing; Psychiatry; Prenatal diagnosis; Environmental health; Depressive symptoms; Anxiety; Population; Demography","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":[0.0005214394,0.0001050886,0.00005121236,0.0003381183,0.0004839683,0.00035503,0.0003503474,0.000205134,0.002898385],"category_scores_gemma":[0.003402194,0.0001745032,0.00006015161,0.000450169,0.0001766693,0.0003117601,0.0004822053,0.0002603872,0.0001940499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109809,"about_ca_system_score_gemma":0.002788343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07816294,"about_ca_topic_score_gemma":0.1546418,"domain_scores_codex":[0.9996372,0.00009835893,0.00004245116,0.00005890366,0.00009988499,0.00006320652],"domain_scores_gemma":[0.9984725,0.0003432934,0.0006132113,0.00005027174,0.0002211786,0.000299547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005017745,0.0001855922,0.9538433,0.0001407801,0.000007205889,0.0003511174,0.001977665,0.00003813061,0.0006131628,0.00005085513,0.002177033,0.04056501],"study_design_scores_gemma":[0.00003767333,0.0003010576,0.9820598,0.0005102612,0.00001529369,0.0007394163,0.01011918,0.00024299,0.0003510732,0.00008523311,0.00552923,0.000008639838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918237,0.0004742152,0.0001555824,0.001316356,0.0000201248,0.0001649687,0.0009240929,0.00001174034,0.005109126],"genre_scores_gemma":[0.9924717,0.002022441,0.001372264,0.001129157,0.0000208208,0.0002271864,0.0005547791,0.000003724905,0.002197929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07816294,"threshold_uncertainty_score":0.155416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906408578520146,"score_gpt":0.3057294171583782,"score_spread":0.2866653313731767,"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."}}