{"id":"W2922718124","doi":"10.1080/14767058.2019.1593363","title":"Maternity blues: a risk factor for anhedonia, anxiety, and depression components of Edinburgh Postnatal Depression Scale","year":2019,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anhedonia; Depression (economics); Edinburgh Postnatal Depression Scale; Anxiety; Affect (linguistics); Medicine; Internal medicine; Psychology; Psychiatry; Depressive symptoms","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":[0.001034231,0.0003148592,0.0008462584,0.0001841526,0.0001290404,0.00001260677,0.0003386647,0.0001386533,0.0004329571],"category_scores_gemma":[0.0001129209,0.0001733277,0.0001502531,0.00008927609,0.0002199426,0.0003027686,0.0001939169,0.0005099856,0.000007787188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005705937,"about_ca_system_score_gemma":0.00004073964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004906672,"about_ca_topic_score_gemma":0.000007734235,"domain_scores_codex":[0.9973247,0.0001474344,0.001049957,0.0002311305,0.000864304,0.0003824651],"domain_scores_gemma":[0.9975027,0.0003454995,0.001161915,0.0003575032,0.0002742276,0.0003581837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02060505,0.0002102783,0.8883117,0.004410882,0.0002376717,0.0000859505,0.00227722,0.00001417369,0.05327012,0.000002815668,0.0001792737,0.03039481],"study_design_scores_gemma":[0.009396758,0.002224267,0.8621579,0.01665794,0.000428939,0.006513735,0.000284408,0.0005089317,0.100668,0.0001806621,0.0007756875,0.0002027313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990341,0.006169851,0.0002260525,0.0004376339,0.001567289,0.0008837048,0.0002760856,0.00001869102,0.00007968776],"genre_scores_gemma":[0.995347,0.00286416,0.000450323,0.0002015598,0.0005170426,0.000005665459,0.00001243211,0.00003785703,0.0005639477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04739791,"threshold_uncertainty_score":0.7068101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438678927149736,"score_gpt":0.2843243602708959,"score_spread":0.2699375709993985,"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."}}