{"id":"W6989962889","doi":"","title":"Characteristics of strong midwifery leaders and enablers of strong midwifery leadership: An international appreciative inquiry","year":2024,"lang":"en","type":"article","venue":"UWC Research Repository (University of the Western Cape)","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Transformational leadership; Reflexivity; Context (archaeology); Qualitative research; Leadership development; Appreciative inquiry; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005692401,0.0001084124,0.0002768244,0.0002577336,0.0001522591,0.00002355561,0.000385234,0.0001050452,0.00008638143],"category_scores_gemma":[0.00004577099,0.00009674398,0.0001508008,0.0001860188,0.001007095,0.000355839,0.0002501063,0.0004685121,0.000003999654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382851,"about_ca_system_score_gemma":0.0001923669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244352,"about_ca_topic_score_gemma":0.00009057042,"domain_scores_codex":[0.9983054,0.0002814014,0.0002794352,0.0002599189,0.0006245716,0.0002492819],"domain_scores_gemma":[0.9989124,0.0001660276,0.0001499783,0.0003146019,0.0003116539,0.0001453276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005053593,0.001462471,0.7971004,0.03640144,0.002011269,0.0007645339,0.07888647,0.00005759098,0.05297279,0.004715637,0.001750006,0.0188238],"study_design_scores_gemma":[0.001202324,0.001357907,0.912632,0.005362253,0.000150595,0.0001885811,0.05759992,0.002648548,0.01113714,0.00006558671,0.007429074,0.0002260681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959782,0.0003592557,0.0001334481,0.0009379273,0.0005639475,0.0002640888,0.0001008922,0.00001753588,0.001644749],"genre_scores_gemma":[0.9784697,0.0001148154,0.00006623783,0.00001278371,0.0001389365,8.670021e-7,0.00001519534,0.00001225901,0.02116915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155316,"threshold_uncertainty_score":0.3945105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2313042747961765,"score_gpt":0.3880519918229834,"score_spread":0.1567477170268068,"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."}}