{"id":"W4408815571","doi":"10.1177/07067437251328248","title":"A Tailored Approach to Care and Service Delivery for Women with Perinatal Mental Health Conditions—Commentary on the Canadian Network for Mood and Anxiety Treatments (CANMAT) 2024 Clinical Practice Guideline for the Management of Perinatal Mood, Anxiety and Related Disorders","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Guideline; Mood; Mental health; Psychiatry; Psychology; Mental health care; Clinical Practice; Medicine; Clinical psychology; Psychotherapist; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01243895,0.001154187,0.001713483,0.001351172,0.006465042,0.005213756,0.007383618,0.04528219,0.008253452],"category_scores_gemma":[0.06345948,0.001035101,0.003830815,0.001859011,0.006209396,0.006443882,0.004739355,0.05687853,0.003020806],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03744914,"about_ca_system_score_gemma":0.1149309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6548224,"about_ca_topic_score_gemma":0.8181884,"domain_scores_codex":[0.9842497,0.005006907,0.001884311,0.001110957,0.004970289,0.002777923],"domain_scores_gemma":[0.9539559,0.01843718,0.002145487,0.0006837499,0.01648648,0.008291316],"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":[0.00006283512,0.000037773,0.0002625481,0.000434222,0.00007046333,0.000170167,0.0004799125,0.0001832125,0.0001022477,0.008325949,0.974838,0.01503258],"study_design_scores_gemma":[0.0004788263,0.00008836859,0.003339915,0.01288899,0.0002444106,0.0002358951,0.002189639,0.0003886757,0.000144205,0.01065689,0.9690945,0.0002495572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001055142,0.005102236,0.0001344196,0.9770622,0.0160147,0.00002321994,0.00009656328,0.0000139801,0.001447132],"genre_scores_gemma":[0.001711145,0.005112004,0.0006601508,0.9776037,0.01323223,0.00008336819,0.00008454742,0.000016906,0.001496056],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9625509,"threshold_uncertainty_score":0.6944208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224409426633878,"score_gpt":0.3067626750971924,"score_spread":0.2945185808308536,"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."}}