{"id":"W2306503149","doi":"10.1089/154099904322836528","title":"Depressive Symptoms among Women Screened in Obstetrics Settings","year":2004,"lang":"en","type":"letter","venue":"Journal of Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psychiatry; Obstetrics and gynaecology; Depression (economics); Pregnancy; Distress; Fluoxetine; Obstetrics; Depressive symptoms; Gynecology; Anxiety; Clinical psychology; Internal medicine","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":[0.0004339104,0.0001752148,0.0004365957,0.0006131419,0.001408355,0.0007743915,0.0003809133,0.003187057,0.00244879],"category_scores_gemma":[0.005267161,0.0003935296,0.0003302585,0.0007796004,0.0003585749,0.0004342151,0.0004471219,0.001911151,0.0003289131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125073,"about_ca_system_score_gemma":0.001249085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04017929,"about_ca_topic_score_gemma":0.08002083,"domain_scores_codex":[0.9993174,0.0001942403,0.0001188617,0.00005282101,0.0001058374,0.0002108766],"domain_scores_gemma":[0.9980458,0.000501751,0.0003770129,0.00004733418,0.000265907,0.0007621899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002366403,0.0001724061,0.971495,0.00006486676,0.00003640542,0.01019174,0.0009847395,0.00003052592,0.0003887073,0.00006856898,0.01006029,0.006270077],"study_design_scores_gemma":[0.00008964543,0.0002525564,0.9895376,0.0001076372,0.00004765471,0.004293735,0.003313218,0.0001285665,0.00007376037,0.0001075946,0.002028626,0.00001948351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247028,0.001513941,0.00007637827,0.06213567,0.000916267,0.0001205398,0.0008685936,0.00001978639,0.009646016],"genre_scores_gemma":[0.9710665,0.0009976241,0.0001002534,0.02494495,0.0005394898,0.00006297373,0.000181307,0.000005944572,0.002100959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04017929,"threshold_uncertainty_score":0.07989085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306900698939371,"score_gpt":0.2843272748516434,"score_spread":0.2712582678622497,"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."}}