{"id":"W4223945141","doi":"10.3390/ijerph19084772","title":"Awareness, Perceptions, Gaps, and Uptake of Maternity Protection among Formally Employed Women in Vietnam","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"FHI 360; Irish Aid; Bill and Melinda Gates Foundation","keywords":"Maternity leave; Breastfeeding; Medicine; Perception; Normative; Nursing; Family medicine; Demography; Environmental health; Psychology; Pediatrics; Political science; Sick leave; Sociology","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":[0.003633963,0.0000553225,0.0001610919,0.0003876562,0.0001520647,0.00004514228,0.0001207469,0.0000242881,0.0005631518],"category_scores_gemma":[0.0001325565,0.00004785939,0.00002345046,0.00009587897,0.0001693458,0.0004991637,0.0001565673,0.0005162459,7.431327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006138157,"about_ca_system_score_gemma":0.0003238993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004955282,"about_ca_topic_score_gemma":0.00003037152,"domain_scores_codex":[0.998104,0.0001861199,0.0004181781,0.0001037104,0.0009296195,0.0002583336],"domain_scores_gemma":[0.9993239,0.00004628487,0.0002352239,0.00005175021,0.0000655527,0.0002772922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005722803,0.0006855078,0.9112139,0.00005747428,0.00005311339,0.00002259703,0.001673926,0.000005771929,0.001218633,0.00003317656,0.00006761275,0.084396],"study_design_scores_gemma":[0.0009316797,0.001775346,0.9844999,0.0000527031,0.000001300254,0.000506296,0.005763428,0.0001059806,0.00001220054,0.0001364098,0.006183175,0.00003153343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885281,0.000403613,0.00001081418,0.0107041,0.0000760101,0.0001706722,0.00003311002,0.000001984521,0.00007156717],"genre_scores_gemma":[0.9971406,0.002456587,0.00008202677,0.0001367584,0.00006621095,0.00002246044,0.000007011246,0.000005761411,0.00008262089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08436446,"threshold_uncertainty_score":0.6166117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06692642159474703,"score_gpt":0.3777970871996679,"score_spread":0.3108706656049209,"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."}}