{"id":"W4229915811","doi":"10.14740/jocmr4624","title":"Postpartum Depression Without Antenatal Depression in Primiparous Women","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Postpartum depression; Obstetrics; Antenatal depression; Pregnancy; Psychiatry; Depressive symptoms; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358591,0.0002358132,0.0004480009,0.0006407489,0.0008820376,0.0007304365,0.0004372114,0.0005564499,0.002190984],"category_scores_gemma":[0.004387191,0.0005240738,0.0003679333,0.0009696102,0.0003649211,0.0005320368,0.0007141444,0.0006280353,0.0002463434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543928,"about_ca_system_score_gemma":0.0007302983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01879584,"about_ca_topic_score_gemma":0.02705318,"domain_scores_codex":[0.9995814,0.0001018133,0.00004807161,0.00006311871,0.00006249578,0.0001431555],"domain_scores_gemma":[0.9989427,0.0002641221,0.0003567423,0.00005447527,0.00007755962,0.0003044223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004215312,0.00009572561,0.9971943,0.00001317221,0.00002233824,0.0005076979,0.0002397729,0.000007557343,0.0001296528,0.0000211008,0.00006014191,0.001286903],"study_design_scores_gemma":[0.0000173772,0.0001608118,0.9983656,0.00001015943,0.00002246488,0.0005235178,0.0007167257,0.00004560369,0.00001913174,0.00002574477,0.00009008632,0.000002812244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987375,0.0002920157,0.00001541934,0.00005066159,0.00001161659,0.00001006327,0.0001003905,9.290966e-7,0.0007812941],"genre_scores_gemma":[0.9993587,0.0002109139,0.00002663166,0.00003498356,0.00001320601,0.000009265054,0.0001154993,8.113747e-7,0.0002299352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879584,"threshold_uncertainty_score":0.03737289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782417816146052,"score_gpt":0.5362684458191056,"score_spread":0.3580266642045005,"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."}}