{"id":"W6910969522","doi":"10.48620/78524","title":"Peripartum allopregnanolone blood concentrations and depressive symptoms: a systematic review and individual participant data meta-analysis.","year":2024,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allopregnanolone; Pregnancy; Neuroactive steroid; Postpartum depression; Major depressive disorder; Polysomnogram; Gestational hypertension","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01226462,0.002727127,0.01734297,0.005742107,0.00067021,0.002938692,0.002112232,0.002393622,0.004390645],"category_scores_gemma":[0.02761797,0.001698621,0.03875662,0.006763611,0.0006458056,0.001526279,0.001675609,0.001816998,0.0004454725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641158,"about_ca_system_score_gemma":0.005145393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054503,"about_ca_topic_score_gemma":0.02242434,"domain_scores_codex":[0.9929704,0.003145965,0.002128227,0.0007487688,0.0007377833,0.0002688562],"domain_scores_gemma":[0.9867902,0.009212429,0.002301492,0.000483578,0.001024605,0.0001876152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001680388,0.00002935799,0.002820399,0.4723905,0.5098185,0.0001050956,0.00007656054,0.000324051,0.000207406,0.0001283463,0.0008351477,0.01158421],"study_design_scores_gemma":[0.0006411337,0.0001429776,0.002739809,0.0280899,0.966132,0.00007428289,0.00003321211,0.0001123006,0.00008186672,0.0001598822,0.001772573,0.00002000342],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002769702,0.9947807,0.0005799361,0.0002221605,0.000138289,0.0004293102,0.0008440576,0.00002598661,0.000209793],"genre_scores_gemma":[0.1227833,0.8675426,0.003455094,0.001163531,0.0002395626,0.002602973,0.001710301,0.00003804701,0.0004645283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01734297,"threshold_uncertainty_score":0.06486231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059488040345775,"score_gpt":0.391012906086627,"score_spread":0.1850641020520495,"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."}}