{"id":"W4406130556","doi":"10.1177/07067437241311620","title":"Commentary on the Canadian Network for Mood and Anxiety Treatments 2024 Clinical Practice Guideline for the Management of Perinatal Mood, Anxiety and Related Disorders: Evidence-Based Treatments Require Appropriate Systems of Care to Be Implemented","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":true,"ca_institutions":"","funders":"","keywords":"Guideline; Anxiety; Mood; Psychiatry; Medicine; Psychology; Clinical Practice; Clinical psychology; Family medicine","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":[0.0203766,0.001968992,0.00349392,0.003942457,0.008412349,0.006529858,0.01149255,0.07748939,0.0164849],"category_scores_gemma":[0.1371219,0.001992738,0.005249008,0.004773389,0.007800746,0.007057203,0.003534818,0.06748377,0.009911826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03227557,"about_ca_system_score_gemma":0.09695455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4571322,"about_ca_topic_score_gemma":0.5995747,"domain_scores_codex":[0.9681673,0.006042962,0.003756326,0.002194104,0.01637773,0.003461553],"domain_scores_gemma":[0.8660129,0.05387148,0.004581771,0.001590146,0.06476478,0.009178927],"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":[0.00001250767,0.000003064249,0.00003144753,0.000121651,0.000007053598,0.00004557901,0.00004453915,0.00001345816,0.00001240571,0.0007703241,0.9974144,0.001523638],"study_design_scores_gemma":[0.0001059608,0.00001986193,0.0006315862,0.003810538,0.00007557918,0.0001823131,0.0003140663,0.000103828,0.000080602,0.002435864,0.9921519,0.00008803869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003612192,0.002775456,0.00006712865,0.9411765,0.053728,0.00003848607,0.000303009,0.00001767366,0.001857695],"genre_scores_gemma":[0.0004593832,0.002327074,0.0002835516,0.9682201,0.02468133,0.00008910826,0.0001398283,0.00003266089,0.003766929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4571322,"threshold_uncertainty_score":0.9089428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320227671614663,"score_gpt":0.3614340824299917,"score_spread":0.3282318057138451,"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."}}