{"id":"W4396666278","doi":"10.1377/hlthaff.2023.00742","title":"Extended Paid Maternity Leave Associated With Improved Maternal Mental Health In Hong Kong","year":2024,"lang":"en","type":"article","venue":"Health Affairs","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Mental health; Maternity leave; Maternal health; Medicine; Nursing; Environmental health; Psychology; Psychiatry; Population; Health services; Sick leave; Physical therapy","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":[0.0006555167,0.0001650765,0.0001866026,0.0001921661,0.0003791721,0.0005367284,0.0002449775,0.0001877348,0.0007872896],"category_scores_gemma":[0.00114821,0.0001908448,0.0002701032,0.0002931305,0.0003579831,0.0001854249,0.0004633357,0.0003773709,0.0000539056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851822,"about_ca_system_score_gemma":0.001927721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1909106,"about_ca_topic_score_gemma":0.2377218,"domain_scores_codex":[0.9996356,0.0001469746,0.00002384308,0.00003712918,0.00002717416,0.0001293178],"domain_scores_gemma":[0.9989601,0.0001559402,0.0003794213,0.00006435056,0.00009296096,0.0003471003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003644197,0.0002478794,0.9925601,0.00002628813,0.00005444275,0.000264387,0.001059448,0.0001162053,0.0004513715,0.00005626225,0.0003069658,0.004492164],"study_design_scores_gemma":[0.00000692493,0.0001268525,0.9986258,0.00001052088,0.000009788057,0.0000180537,0.0008943298,0.0001133438,0.00005390475,0.000005466042,0.000132257,0.00000283379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996967,0.00005096172,0.00001041223,0.00006662489,0.000003314067,0.00000388387,0.00004903755,5.790541e-7,0.0001184108],"genre_scores_gemma":[0.9995759,0.00006423437,0.00002072881,0.00004339543,0.000002556621,0.000007751954,0.00004837778,4.731515e-7,0.000236604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909106,"threshold_uncertainty_score":0.3795988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580911920500894,"score_gpt":0.30315058734382,"score_spread":0.2873414681388111,"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."}}