{"id":"W2096176778","doi":"10.1016/j.jpsychores.2014.07.017","title":"Depression screening in pregnancy and postpartum: How close are we?","year":2014,"lang":"en","type":"letter","venue":"Journal of Psychosomatic Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; McGill University; University of Toronto; Jewish General Hospital; Montreal General Hospital","funders":"","keywords":"Postpartum depression; Pregnancy; Obstetrics; Medicine; Psychology; Biology","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":[0.003140124,0.0005232792,0.001425975,0.0009771241,0.003603127,0.002880208,0.001300564,0.02751918,0.003100798],"category_scores_gemma":[0.03722116,0.0007315581,0.0007998846,0.0007868591,0.001738011,0.004765234,0.001118243,0.02615413,0.001319578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923573,"about_ca_system_score_gemma":0.005463655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349792,"about_ca_topic_score_gemma":0.02343239,"domain_scores_codex":[0.9961907,0.001470459,0.0007470659,0.0003460361,0.00064411,0.000601595],"domain_scores_gemma":[0.9877363,0.005360253,0.001105138,0.0002477704,0.001996421,0.003554134],"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":[0.0003327241,0.000500107,0.07828005,0.0004561782,0.0001271433,0.04777816,0.00269381,0.0001960838,0.0007660538,0.003259644,0.7528411,0.1127691],"study_design_scores_gemma":[0.0009302435,0.001501477,0.1441883,0.01503356,0.0006502451,0.1731663,0.03103757,0.003252485,0.0009030665,0.02609552,0.6025091,0.0007319413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002500359,0.002537055,0.00006675402,0.9877017,0.005608733,0.00001064293,0.00001996229,0.00000769193,0.001547089],"genre_scores_gemma":[0.06129323,0.01115011,0.0008888136,0.8586345,0.06485121,0.00009776563,0.00004798644,0.00002410267,0.003012418],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02751918,"threshold_uncertainty_score":0.02846771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214539088959157,"score_gpt":0.4142805310573738,"score_spread":0.2928266221614582,"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."}}