{"id":"W3191267921","doi":"10.21203/rs.3.rs-755494/v1","title":"Quality of Pre-Service Midwifery Education in Public and Private Midwifery Schools in Afghanistan: A Cross Sectional Survey","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Obstetrics; Curriculum; Preceptor; Childbirth; Medicine; Nursing; Medical education; Nonprobability sampling; Psychology; Population; Pregnancy; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003284505,0.0002103944,0.0003214641,0.001683945,0.0008793942,0.0008415498,0.0005647802,0.0005264078,0.001757333],"category_scores_gemma":[0.00575813,0.0004321888,0.0003456354,0.00325021,0.0004978905,0.0009666198,0.000840923,0.0006004989,0.0003013682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604702,"about_ca_system_score_gemma":0.002004114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02715011,"about_ca_topic_score_gemma":0.03609573,"domain_scores_codex":[0.9965927,0.0007998256,0.0005050123,0.0003856757,0.0009781359,0.0007385836],"domain_scores_gemma":[0.992722,0.001049059,0.003916913,0.0002314072,0.001329041,0.0007516077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001559046,0.00005417708,0.9974475,0.00002510543,0.00001490179,0.00001991243,0.0005455164,0.00001540716,0.00005915493,0.00000878537,0.0001321136,0.001661794],"study_design_scores_gemma":[0.000002150317,0.00005931871,0.9981622,0.00001859007,0.000004436946,0.00003343207,0.001485727,0.00004358842,0.0000268595,0.000005528128,0.0001555707,0.000002680481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989105,0.0001196881,0.0000493646,0.000117458,0.000003248774,0.00002588308,0.0004557468,0.000003970336,0.000314095],"genre_scores_gemma":[0.9993377,0.0001107199,0.0000925328,0.00006959953,0.000004199206,0.00004497971,0.0002381983,0.000001200396,0.0001008681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02715011,"threshold_uncertainty_score":0.05398417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507125618182484,"score_gpt":0.4898032781128645,"score_spread":0.3390907162946161,"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."}}