{"id":"W4308634424","doi":"10.1503/cmaj.147193-l","title":"Observational evidence in support of screening for depression during pregnancy and the postpartum period","year":2022,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health","funders":"","keywords":"Observational study; Postpartum period; Pregnancy; Postpartum depression; Guideline; Depression (economics); Medicine; Obstetrics; Psychiatry; Family medicine; Internal medicine; Pathology","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":[0.03372247,0.0002910408,0.001179413,0.001934563,0.001246742,0.001964889,0.001818992,0.008643349,0.00798464],"category_scores_gemma":[0.2916784,0.0004860712,0.00107632,0.00472972,0.001878472,0.001576418,0.001179378,0.00936461,0.001432318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005109677,"about_ca_system_score_gemma":0.008280216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07508722,"about_ca_topic_score_gemma":0.1153724,"domain_scores_codex":[0.9591939,0.02031649,0.006430884,0.002749398,0.01036147,0.0009478836],"domain_scores_gemma":[0.4819512,0.420783,0.04660706,0.008355923,0.03822816,0.004074655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003754112,0.0001897496,0.186893,0.009329957,0.002467813,0.001910358,0.0008476296,0.0002392488,0.0002684013,0.007343213,0.6680279,0.1187285],"study_design_scores_gemma":[0.003238407,0.0009744078,0.3872365,0.05049153,0.006430316,0.006179697,0.002414,0.001449644,0.0004224213,0.01579579,0.5249791,0.0003881057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01559871,0.107107,0.0008028905,0.8322374,0.01847353,0.00007445236,0.006467275,0.00003663431,0.01920217],"genre_scores_gemma":[0.159195,0.07298049,0.001674052,0.7146503,0.04624002,0.0001755986,0.002539282,0.00005031425,0.002494881],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07508722,"threshold_uncertainty_score":0.1783437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431822917158474,"score_gpt":0.3014474380664822,"score_spread":0.2571292088948975,"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."}}