{"id":"W373380752","doi":"10.1007/s12529-015-9493-z","title":"Depression, Anxiety, and Pharmacotherapy Around the Time of Pregnancy in Hawaii","year":2015,"lang":"en","type":"article","venue":"International Journal of Behavioral Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Centers for Disease Control and Prevention","keywords":"Anxiety; Pregnancy; Medicine; Depression (economics); Psychiatry; Population; Medical prescription; Postpartum depression; Postpartum period; Obstetrics; Environmental health; Nursing","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":[0.0002806864,0.00009480951,0.0001871655,0.0004261421,0.001093345,0.000653809,0.0002324506,0.0003479084,0.0008168985],"category_scores_gemma":[0.001279501,0.0002302844,0.0003221176,0.0006993848,0.000251787,0.0003509489,0.0005605532,0.0007834698,0.00006034408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742689,"about_ca_system_score_gemma":0.00209316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2107218,"about_ca_topic_score_gemma":0.3572898,"domain_scores_codex":[0.9997721,0.00006367148,0.00003217047,0.00002273117,0.00002830195,0.0000810748],"domain_scores_gemma":[0.9993198,0.00007991233,0.0002053627,0.00001552225,0.00005998763,0.0003194174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172105,0.0002991164,0.9909903,0.0000280739,0.00005180711,0.0004067808,0.002075717,0.00003895367,0.0001848157,0.00004479984,0.0002114042,0.005550933],"study_design_scores_gemma":[0.000006717166,0.0001076346,0.9951003,0.00002224145,0.00002340027,0.0001077792,0.004227431,0.00005428147,0.00002600046,0.00001260198,0.0003052193,0.000006404292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998786,0.0002329642,0.00001352185,0.0002593499,0.000005460067,0.0000105905,0.00008870111,0.000001132723,0.0006021807],"genre_scores_gemma":[0.9990968,0.0003438099,0.00003593083,0.00009502222,0.000006867053,0.00001084986,0.00006317843,8.474832e-7,0.0003467079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107218,"threshold_uncertainty_score":0.4189904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154170491014223,"score_gpt":0.3949170900989163,"score_spread":0.3433753851887741,"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."}}