{"id":"W2162459655","doi":"10.2217/whe.13.58","title":"Managing Depression During Pregnancy","year":2013,"lang":"en","type":"article","venue":"Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pregnancy; Depression (economics); Medicine; Psychiatry; Mental health; Antidepressant; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009471046,0.0001301364,0.0002560125,0.00008878475,0.0002146228,0.00001857068,0.00006929415,0.00004396902,0.0008314854],"category_scores_gemma":[0.000007446427,0.000108982,0.0000318974,0.00009577601,0.00001849876,0.000131666,0.00005346991,0.0001879866,0.0005131172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136926,"about_ca_system_score_gemma":0.00007985993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771722,"about_ca_topic_score_gemma":0.0000026003,"domain_scores_codex":[0.9984957,0.00004874745,0.0003215343,0.0002502688,0.0002089015,0.0006748416],"domain_scores_gemma":[0.9990225,0.00001547876,0.0001072704,0.0002905353,0.00002377554,0.0005403797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009463712,0.001005335,0.6182138,0.101257,0.000116253,0.0004121643,0.01845284,0.000009505013,0.002165047,0.0006616779,0.001238451,0.2555215],"study_design_scores_gemma":[0.002627661,0.0006265905,0.9614925,0.02742426,0.000006625868,0.0004134103,0.000539894,0.0001140175,0.003489922,0.001212684,0.001778105,0.0002743413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985612,0.003122693,0.00002433534,0.003887234,0.0002798208,0.0009457788,0.000002336888,0.0001603253,0.005965482],"genre_scores_gemma":[0.9895842,0.001031174,0.0003526786,0.001549747,0.0001007788,0.0002818253,0.000005800595,0.00002589093,0.007067916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3432786,"threshold_uncertainty_score":0.9104182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479413288275329,"score_gpt":0.292563889279618,"score_spread":0.2777697563968647,"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."}}