{"id":"W4402651968","doi":"10.1136/bmjgh-2024-015624","title":"Qualified, skilled or trained delivery care provider: a conundrum of who, where and when","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Johnson and Johnson Foundation","keywords":"Health care delivery; Business; Nursing; Health care; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.06223434,0.0009608371,0.003365224,0.0020772,0.004888207,0.006716563,0.007040265,0.01838656,0.008768854],"category_scores_gemma":[0.233803,0.001063795,0.00203125,0.003081509,0.01495404,0.013159,0.003930489,0.02236325,0.001943549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008515537,"about_ca_system_score_gemma":0.02350506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06444322,"about_ca_topic_score_gemma":0.1131955,"domain_scores_codex":[0.9144409,0.05152319,0.01149322,0.006573007,0.01192585,0.004043752],"domain_scores_gemma":[0.7363985,0.2271198,0.009679903,0.002731753,0.01943318,0.004636777],"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":[0.0001468188,0.00001296662,0.0008319481,0.003284704,0.00008950978,0.0001328073,0.002705059,0.00006082733,0.00008844393,0.05308562,0.9180276,0.02153364],"study_design_scores_gemma":[0.0002689804,0.00008722275,0.0051078,0.09315103,0.0003876983,0.0005300532,0.01722325,0.0003720825,0.0004094906,0.07330333,0.8088651,0.000293942],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003290053,0.02152566,0.0004671316,0.9448382,0.02999796,0.00001997232,0.0002219071,0.000008994164,0.002591114],"genre_scores_gemma":[0.01623286,0.03512033,0.00166092,0.8910936,0.05350846,0.0002081477,0.0001631296,0.00008905327,0.001923569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06444322,"threshold_uncertainty_score":0.3291306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052328039590121,"score_gpt":0.376351972683369,"score_spread":0.3558286922874677,"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."}}