{"id":"W4294875663","doi":"10.1186/s12913-022-08448-7","title":"Building leadership and managerial capacity for maternal and newborn health services","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Health administration; CLARITY; Medicine; Context (archaeology); Health services research; Focus group; Nursing; Health facility; Baseline (sea); Health care; Tanzania; Health informatics; Medical education; Public health; Business; Environmental health; Marketing; Socioeconomics; Health services; Political science; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006098308,0.0002785457,0.0001355663,0.0007020914,0.002624397,0.002609051,0.0006570801,0.000428755,0.006533778],"category_scores_gemma":[0.01184087,0.0001830425,0.0002049539,0.0003783803,0.001835106,0.0009619329,0.004525342,0.0011816,0.0005581803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033022,"about_ca_system_score_gemma":0.01753479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944252,"about_ca_topic_score_gemma":0.01224934,"domain_scores_codex":[0.9951929,0.002303005,0.0001053447,0.0001566249,0.0006267901,0.001615376],"domain_scores_gemma":[0.9886978,0.00237471,0.0019594,0.0004017694,0.001508877,0.00505747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001821666,0.001036929,0.3725629,0.002132773,0.0001029744,0.001131452,0.042501,0.001937927,0.005397616,0.02603403,0.05316462,0.4938157],"study_design_scores_gemma":[0.0001092065,0.001462085,0.8023704,0.002952075,0.00008876451,0.0009945084,0.04223592,0.002208517,0.002972224,0.0118974,0.1326332,0.00007567462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446913,0.003296133,0.006321933,0.03466759,0.0002846684,0.0006596324,0.0002546082,0.0002112216,0.1096129],"genre_scores_gemma":[0.9962605,0.0003778575,0.002008742,0.0003957247,0.00002492877,0.00007424918,0.00002840739,0.000004130002,0.0008254642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006533778,"threshold_uncertainty_score":0.03225136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062955329245914,"score_gpt":0.4156777337995278,"score_spread":0.3093822008749364,"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."}}