{"id":"W204493199","doi":"10.1177/070674371205700305","title":"Patterns of Depression and Treatment in Pregnant and Postpartum Women","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Postpartum depression; Depression (economics); Postpartum period; Psychiatry; Pregnancy; Psychology; Medicine; Obstetrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004358735,0.00008922767,0.0001987417,0.0003052904,0.0003792933,0.0003513272,0.0002404463,0.0003358295,0.0006574938],"category_scores_gemma":[0.002940817,0.0002243774,0.0002006918,0.000557189,0.0002063898,0.0002845812,0.0003167423,0.0004401648,0.0001040861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753955,"about_ca_system_score_gemma":0.0003372285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135488,"about_ca_topic_score_gemma":0.01850815,"domain_scores_codex":[0.9996105,0.0001302989,0.00004614917,0.00007681078,0.00007174117,0.00006462],"domain_scores_gemma":[0.9992464,0.0001171712,0.0004364894,0.00003334159,0.00006003719,0.0001066715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004817096,0.00002425189,0.9967874,0.00000807787,0.00001800404,0.00008755322,0.0003624869,0.00001299539,0.0001403873,0.00001104333,0.00008167779,0.002417966],"study_design_scores_gemma":[0.000001916668,0.00003646618,0.9992303,0.000008992959,0.000004809028,0.000176026,0.0003738293,0.00004490668,0.0000211661,0.000008785985,0.00009112204,0.000001727485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989894,0.0003276334,0.00003824366,0.0001351788,0.000003459598,0.000006903459,0.0001788553,0.000002349713,0.0003179438],"genre_scores_gemma":[0.999418,0.0002071035,0.00006490225,0.00003913493,0.000002371597,0.000009844456,0.0001347791,9.11242e-7,0.000122919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9864512,"threshold_uncertainty_score":0.02693987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543638951649034,"score_gpt":0.2684360837014403,"score_spread":0.25299969418495,"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."}}