{"id":"W4386725609","doi":"10.3122/jabfm.2023.230061r1","title":"Perinatal Depression: A Guide to Detection and Management in Primary Care","year":2023,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canada Research Chairs","keywords":"Medicine; Sertraline; Escitalopram; Edinburgh Postnatal Depression Scale; Pediatrics; Psychiatry; Antidepressant; Cognition; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006348197,0.001593671,0.002476624,0.007077277,0.000850564,0.002748583,0.002356154,0.003323856,0.01729069],"category_scores_gemma":[0.01686675,0.001294694,0.001716009,0.004909753,0.0008285922,0.003585103,0.002406359,0.004416453,0.01178802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012189,"about_ca_system_score_gemma":0.007831564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104074,"about_ca_topic_score_gemma":0.01758826,"domain_scores_codex":[0.9948886,0.002230445,0.001720108,0.0003166266,0.0006735621,0.0001707167],"domain_scores_gemma":[0.9900822,0.004801638,0.001418845,0.0002775456,0.002684163,0.0007356128],"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":[0.000102937,0.0002004851,0.002830884,0.01463736,0.0001077966,0.0007213961,0.001211831,0.0003479886,0.0004201777,0.00321122,0.5536103,0.4225978],"study_design_scores_gemma":[0.0002092189,0.0003762939,0.01727325,0.06235029,0.0001490968,0.003317814,0.001725398,0.0005263782,0.0001774961,0.008914749,0.9048805,0.00009951814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003400205,0.6030368,0.04348228,0.2508809,0.008780478,0.01160312,0.02238116,0.002640408,0.05379472],"genre_scores_gemma":[0.01369801,0.6730017,0.2039142,0.05759845,0.005496445,0.01469671,0.01118118,0.0003533082,0.02006005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01729069,"threshold_uncertainty_score":0.05784309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149721526516346,"score_gpt":0.3287552890098071,"score_spread":0.3072580737446436,"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."}}