{"id":"W4415830294","doi":"10.1038/s44159-025-00505-2","title":"Evidence-based psychotherapies for perinatal mood and anxiety disorders and their underlying mechanisms","year":2025,"lang":"en","type":"article","venue":"Nature Reviews Psychology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Mood; Affect (linguistics); Mood disorders; Comorbidity; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004143647,0.0001947358,0.000425516,0.00009401439,0.0001168277,0.00001375578,0.00007772567,0.000286079,0.000033196],"category_scores_gemma":[0.00004499369,0.0001354391,0.0000887026,0.0001134008,0.00007754508,0.00005787286,0.00001568069,0.0003757599,0.00000178751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001750438,"about_ca_system_score_gemma":0.00002780577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003611262,"about_ca_topic_score_gemma":0.00002208339,"domain_scores_codex":[0.9989505,0.000096638,0.0002683158,0.0003989899,0.00005191116,0.0002335926],"domain_scores_gemma":[0.9994188,0.0001300262,0.00008497456,0.0002607509,0.0000247549,0.00008071826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001228826,0.0001217595,0.008598125,0.01621647,0.00007528539,0.000001242806,0.000242364,5.799435e-8,0.001627782,0.01158498,0.0006793045,0.9596238],"study_design_scores_gemma":[0.006221549,0.002130732,0.1073837,0.0317096,0.0001554384,0.0001659973,0.0001113794,0.00006800182,0.001343732,0.03519367,0.8150727,0.0004435866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06010372,0.89333,0.01035096,0.03108478,0.001221795,0.002983621,0.00001916831,0.00006600832,0.0008399996],"genre_scores_gemma":[0.6905336,0.2904982,0.003549805,0.01486845,0.0000380704,0.0002727284,0.000006421301,0.00001636383,0.0002164528],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9591802,"threshold_uncertainty_score":0.5523048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05892120430989295,"score_gpt":0.4132886560048872,"score_spread":0.3543674516949943,"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."}}