{"id":"W4400076041","doi":"10.1093/annweh/wxae035.136","title":"35b Supporting women in mining: reproductive health, birth outcomes and breastfeeding","year":2024,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Breastfeeding; Medicine; Reproductive health; Obstetrics; Environmental health; Demography; Population; Pediatrics","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":[0.002627826,0.0001554064,0.0006468258,0.0002882572,0.0001243716,0.00002927363,0.000035096,0.00005176519,0.00004237673],"category_scores_gemma":[0.0002033224,0.0001288274,0.00005046677,0.0003080785,0.00007210815,0.00008988096,0.00003870853,0.0002211192,0.000001699156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000555129,"about_ca_system_score_gemma":0.0007626325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000573422,"about_ca_topic_score_gemma":0.00007061365,"domain_scores_codex":[0.9977599,0.00007381985,0.0007479732,0.0004497347,0.0002009514,0.0007675642],"domain_scores_gemma":[0.998571,0.0001115592,0.0001824832,0.0001938533,0.00005336465,0.0008876838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002673028,0.00009746731,0.8321164,0.003675558,0.00003551617,0.00003570089,0.01775249,7.209038e-7,0.000001878177,0.0006797013,0.009992753,0.1353446],"study_design_scores_gemma":[0.0005899448,0.001064895,0.9877887,0.001172735,0.000004748145,0.00002626679,0.003581667,0.00001567069,0.000006590156,0.0008864161,0.004758436,0.0001038842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8271428,0.0291186,0.000002113187,0.142946,0.00009934227,0.0003676162,0.0000129465,0.00004632845,0.0002642967],"genre_scores_gemma":[0.9859257,0.003569062,0.0002155902,0.009618843,0.0002169727,0.00002287654,0.000009018261,0.00002158242,0.0004003133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587829,"threshold_uncertainty_score":0.5253428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09531463577036808,"score_gpt":0.4208760349988999,"score_spread":0.3255613992285318,"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."}}