{"id":"W4234748762","doi":"10.4324/9781315452494","title":"Cognitive Behavioral Therapy for Anxiety and Depression During Pregnancy and Beyond","year":2018,"lang":"en","type":"book","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Anxiety; Depression (economics); Psychology; Cognitive behavioral therapy; Psychotherapist; Clinical psychology; Pregnancy; Cognition; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002064091,0.0007419067,0.0004588259,0.0006484027,0.0005719758,0.001028565,0.0005158738,0.001018674,0.0198482],"category_scores_gemma":[0.0008457634,0.0002037345,0.000350541,0.0006115189,0.0004241416,0.001061519,0.000851153,0.002375548,0.007253021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770997,"about_ca_system_score_gemma":0.0009959153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404635,"about_ca_topic_score_gemma":0.005410663,"domain_scores_codex":[0.9998362,0.00003583496,0.000007827669,0.00001497402,0.00009041547,0.00001457613],"domain_scores_gemma":[0.999823,0.0001026814,0.00001479259,0.000008803599,0.00002503997,0.00002565261],"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":[0.00003408884,0.000175063,0.0001456487,0.0006139192,0.00001247248,0.0003414887,0.0008894785,0.0002345023,0.0008865775,0.0145662,0.5617267,0.4203738],"study_design_scores_gemma":[0.00001595197,0.00005101706,0.001165731,0.00117963,0.00000590389,0.00166686,0.0001947121,0.0001419921,0.00009618619,0.007782409,0.9876891,0.00001030312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002552791,0.4026281,0.007079984,0.01420411,0.01134019,0.0002783859,0.0003878849,0.0005538068,0.5609747],"genre_scores_gemma":[0.01342174,0.2466578,0.01278385,0.01319557,0.002728593,0.0006131713,0.000525144,0.0001948709,0.7098793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0198482,"threshold_uncertainty_score":0.06639886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250376246515246,"score_gpt":0.3356125445977211,"score_spread":0.3031087821325686,"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."}}