{"id":"W2564258864","doi":"10.1111/jmwh.12593","title":"Diversity in Midwifery: Change is Long Overdue","year":2016,"lang":"en","type":"editorial","venue":"Journal of Midwifery & Women s Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Diversity (politics); White (mutation); Representation (politics); Population; Women of color; Political science; Gender studies; Medicine; History; Obstetrics; Media studies; Sociology; Race (biology); Law; Politics; Demography","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":[0.03653116,0.0008604935,0.002041217,0.002488186,0.01565054,0.02070817,0.004347194,0.01606747,0.01517084],"category_scores_gemma":[0.07122765,0.0008842781,0.001309299,0.003487033,0.0219193,0.02429318,0.01402805,0.02892191,0.003621897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01166828,"about_ca_system_score_gemma":0.0234226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009276722,"about_ca_topic_score_gemma":0.0181661,"domain_scores_codex":[0.9671008,0.01332897,0.002420997,0.004486176,0.00908939,0.003573698],"domain_scores_gemma":[0.8722042,0.05720273,0.005053449,0.00515753,0.01863772,0.04174429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001050127,0.0001490942,0.002006751,0.002145579,0.00006858348,0.0004057723,0.007208692,0.000122248,0.0002805292,0.0380084,0.6976239,0.2518755],"study_design_scores_gemma":[0.00002472703,0.00008077094,0.002061901,0.003388145,0.00001942319,0.000296283,0.01163661,0.0000745184,0.00008210199,0.03222175,0.9500532,0.00006044032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000809185,0.06500025,0.0004732439,0.8791667,0.05190555,0.000008204448,0.00002839845,0.00005858086,0.002549978],"genre_scores_gemma":[0.04991041,0.128124,0.003638192,0.7071837,0.1032536,0.00009320874,0.0001158692,0.0001751632,0.007505893],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03653116,"threshold_uncertainty_score":0.1931975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07641447545961597,"score_gpt":0.4527829173797324,"score_spread":0.3763684419201164,"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."}}