{"id":"W2954366928","doi":"10.1111/birt.12442","title":"Midwifery is a vital solution—What is holding back global progress?","year":2019,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Psychological intervention; Dignity; Harm; Health care; Equity (law); Safeguarding; Scope (computer science); Medicine; Nursing; Quality (philosophy); Political science; Public relations; Economic growth; Obstetrics; Law; Economics","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":[0.01571473,0.001721286,0.002472777,0.003413413,0.006036414,0.01599457,0.002716959,0.01100212,0.04094993],"category_scores_gemma":[0.03988292,0.0005142909,0.001528735,0.003875881,0.0116053,0.03095985,0.008597292,0.01705483,0.007132905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006481105,"about_ca_system_score_gemma":0.02151716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084381,"about_ca_topic_score_gemma":0.01076455,"domain_scores_codex":[0.9916796,0.003276251,0.000454766,0.0007548117,0.001798067,0.002036413],"domain_scores_gemma":[0.9634961,0.01735699,0.001918819,0.002049269,0.006213363,0.008965436],"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":[0.0004042276,0.0001864019,0.002456137,0.007795681,0.0001657036,0.0004718594,0.002387866,0.0004238988,0.0004567678,0.0844242,0.4805138,0.4203134],"study_design_scores_gemma":[0.00004643489,0.0002220757,0.003407262,0.01878304,0.0001162813,0.0003648617,0.008608379,0.0001830159,0.0002690373,0.1000606,0.8678409,0.0000982172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008250762,0.2182294,0.0006404126,0.7533879,0.0198088,0.00001831632,0.0002702365,0.0001355452,0.006684278],"genre_scores_gemma":[0.05666322,0.6111225,0.003582126,0.2884823,0.03374814,0.0001223855,0.0006510541,0.0002505555,0.005377664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04094993,"threshold_uncertainty_score":0.1369911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272593797331239,"score_gpt":0.3433594168379639,"score_spread":0.3106334788646515,"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."}}