{"id":"W4393372311","doi":"10.1377/hlthaff.2023.01447","title":"Perinatal Posttraumatic Stress Disorder Diagnoses Among Commercially Insured People Increased, 2008–20","year":2024,"lang":"en","type":"article","venue":"Health Affairs","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"National Institute of Mental Health; National Institutes of Health; National Institute on Minority Health and Health Disparities; U.S. Department of Veterans Affairs","keywords":"Logistic regression; Medicine; Medical diagnosis; Population; Posttraumatic stress; Demography; Ethnic group; Psychiatry; Pediatrics; Environmental health","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":[0.0002881273,0.0000933809,0.00008526337,0.0005722162,0.0002642358,0.0004134217,0.0002256632,0.000230327,0.002194459],"category_scores_gemma":[0.001998266,0.0001272686,0.000240812,0.000927586,0.0001048843,0.0004193432,0.0004585547,0.0005613054,0.0002495983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210576,"about_ca_system_score_gemma":0.0005235825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03532183,"about_ca_topic_score_gemma":0.048493,"domain_scores_codex":[0.9997479,0.00004482061,0.00002818404,0.00004756518,0.00007395096,0.00005749221],"domain_scores_gemma":[0.9992193,0.00008742699,0.0004490365,0.00003319763,0.0001274527,0.00008354506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000320593,0.00002378581,0.9940915,0.00001044668,0.00001678643,0.00005304035,0.0001125989,0.00003974918,0.00008299664,0.00004989413,0.00114026,0.004346945],"study_design_scores_gemma":[0.00000148908,0.000009503076,0.9992043,0.000005991566,0.000005816848,0.00009668119,0.0001438888,0.0001222059,0.00004305301,0.0000102737,0.0003556504,0.000001058047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99019,0.0002688282,0.00009533484,0.0004663218,0.00001836614,0.00001252916,0.007144094,0.00001620809,0.001788464],"genre_scores_gemma":[0.994899,0.0003447648,0.0001598562,0.0001580322,0.00002707022,0.00002146528,0.003641669,0.000003059361,0.0007451434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03532183,"threshold_uncertainty_score":0.07023245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488722222687102,"score_gpt":0.3047288438645509,"score_spread":0.2898416216376799,"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."}}