{"id":"W4416225997","doi":"10.12688/wellcomeopenres.24732.1","title":"Barriers to access maternity leave: A systematic narrative review","year":2025,"lang":"en","type":"article","venue":"Wellcome Open Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Panacea (medicine); Negotiation; Maternity care; Narrative; Scale (ratio); Work (physics); Narrative review; Qualitative research; Critical appraisal","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01578166,0.0001622776,0.0006448808,0.0002898397,0.001576381,0.001304023,0.005150914,0.0001142689,0.002579486],"category_scores_gemma":[0.004568744,0.0001393426,0.00006997688,0.00253469,0.0003988146,0.0005718204,0.002089621,0.0005202707,0.0009972686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005699859,"about_ca_system_score_gemma":0.001285339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515055,"about_ca_topic_score_gemma":0.004930252,"domain_scores_codex":[0.9926228,0.004209532,0.0004371302,0.0005754575,0.001297335,0.0008577519],"domain_scores_gemma":[0.9971539,0.0008130689,0.00007882464,0.00078644,0.000617407,0.0005503905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001323214,0.0001449699,0.02676591,0.07104304,0.000241825,0.00005024652,0.06162072,0.000007350391,0.00005917297,0.04408145,0.7948499,0.001003162],"study_design_scores_gemma":[0.001507887,0.0002888587,0.018986,0.317658,0.000118006,0.000004424787,0.384696,0.0000201141,0.0003281864,0.01965468,0.2552014,0.00153643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.026136,0.01362653,0.00001527148,0.04559315,0.0005179347,0.01123916,0.00001281762,0.0001108141,0.9027483],"genre_scores_gemma":[0.7978523,0.02371097,0.0001325805,0.002666472,0.0001557762,0.003061684,0.000003797956,0.00003471776,0.1723817],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7717164,"threshold_uncertainty_score":0.9997806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183132402863726,"score_gpt":0.5099571704744473,"score_spread":0.3268247676107213,"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."}}