{"id":"W4300089513","doi":"10.1503/cmaj.147105-l","title":"Providers need guidance on managing perinatal mental health","year":2022,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Mental health; Obstetrics and gynaecology; Nursing; Mental health nursing; Obstetrics; Maternity care; Perinatal period; Perinatal mortality; Pregnancy; Family medicine; Psychiatry; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004759187,0.0008737172,0.00155909,0.001289836,0.009553018,0.004107104,0.003075406,0.06920496,0.02120816],"category_scores_gemma":[0.03340859,0.0008923486,0.002018475,0.0009949167,0.004016723,0.008528156,0.004172586,0.05029238,0.008478494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006117661,"about_ca_system_score_gemma":0.0240689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05269099,"about_ca_topic_score_gemma":0.1141732,"domain_scores_codex":[0.9939985,0.001457403,0.0009211416,0.0003492485,0.001691001,0.00158266],"domain_scores_gemma":[0.9696385,0.01077503,0.001176292,0.0008742434,0.007193615,0.01034244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001777716,0.0001119434,0.001206072,0.00009421431,0.000006913119,0.004621019,0.0005749111,0.0001008331,0.000178134,0.001757396,0.971836,0.01949485],"study_design_scores_gemma":[0.0001724399,0.0001111019,0.004062469,0.002877145,0.00002751268,0.009373264,0.005442754,0.0005193544,0.0001299258,0.01755456,0.9595913,0.0001380814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003648114,0.001112472,0.0001302217,0.9875017,0.004634347,0.000042716,0.00003487406,0.0000507432,0.006128111],"genre_scores_gemma":[0.003915857,0.002358846,0.001411764,0.9766027,0.007830401,0.0001510053,0.00006419184,0.00002513103,0.007640091],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06920496,"threshold_uncertainty_score":0.1047686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011274774105986,"score_gpt":0.2714379463589144,"score_spread":0.2601631722529284,"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."}}