{"id":"W6995867672","doi":"","title":"Prenatal Maternal Depression in Canada: Are Current Protocols Adequate?","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Pregnancy; Prenatal care; Incidence (geometry); Mental health; Antenatal depression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.1048365,0.001389466,0.007341485,0.02857812,0.006477146,0.01224665,0.008537612,0.004565438,0.01191421],"category_scores_gemma":[0.2706847,0.001972995,0.005827833,0.04772079,0.003936155,0.007630661,0.00585041,0.003463078,0.001866996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1171547,"about_ca_system_score_gemma":0.4095005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7909549,"about_ca_topic_score_gemma":0.9273835,"domain_scores_codex":[0.9189039,0.01936626,0.03546084,0.002603163,0.02064956,0.003016329],"domain_scores_gemma":[0.7128793,0.08204217,0.03141139,0.006838313,0.1594765,0.007352244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007318495,0.0001193384,0.004481303,0.6405225,0.001955086,0.000268755,0.002953671,0.0002577811,0.0003897684,0.003077281,0.06767267,0.27757],"study_design_scores_gemma":[0.0005326075,0.0001258103,0.01224957,0.8030016,0.005006199,0.0001141556,0.00219801,0.0001694304,0.0002037079,0.001272878,0.1749804,0.0001455954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002558143,0.8765439,0.002548604,0.04502908,0.00542879,0.03841647,0.01500641,0.0001526541,0.01431603],"genre_scores_gemma":[0.02593653,0.8377874,0.03061703,0.02428106,0.001157961,0.06551801,0.01160485,0.00009990805,0.00299719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2090451,"threshold_uncertainty_score":0.8500206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09798686133066165,"score_gpt":0.3601823878361476,"score_spread":0.2621955265054859,"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."}}