{"id":"W2261853887","doi":"10.1007/s10995-018-2505-2","title":"Continuing Professional Development in Maternal Health Care: Barriers to Applying New Knowledge and Skills in the Hospitals of Rwanda","year":2018,"lang":"en","type":"article","venue":"Maternal and Child Health Journal","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University; Centre for Advancing Health Outcomes; Western University","funders":"Foreign Affairs and International Trade Canada; Ministerio de Educación, Gobierno de Chile; UNICEF; World Bank Group","keywords":"Remuneration; Mentorship; Medicine; Health care; Nursing; Professional development; Public health; Medical education; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270618,0.0002152684,0.0005656167,0.0002392089,0.0003805731,0.00005465648,0.0001577792,0.00006681166,0.00005248306],"category_scores_gemma":[0.00003048231,0.0001364146,0.00003635618,0.0001771747,0.00007293412,0.00008274054,0.00009842918,0.0005400989,0.000006906036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042834,"about_ca_system_score_gemma":0.0008986908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009393917,"about_ca_topic_score_gemma":0.0007070152,"domain_scores_codex":[0.9975555,0.0001749936,0.0009695287,0.0002578431,0.0004017461,0.0006403775],"domain_scores_gemma":[0.9984725,0.00002625628,0.0003132437,0.0001065466,0.00008972031,0.000991698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003993231,0.00007311838,0.8664405,0.0008490324,0.00001690064,0.00003888586,0.04259951,8.439231e-7,0.00001718342,0.0001856377,0.001040339,0.08833869],"study_design_scores_gemma":[0.002419222,0.0007445205,0.9690709,0.005713047,0.000004656486,0.001287015,0.001700319,0.000003258649,0.0002041563,0.0001270744,0.01860955,0.0001163424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820958,0.005157234,0.00002460949,0.01118258,0.0005001153,0.0007522319,0.000008957189,0.000008650332,0.0002698343],"genre_scores_gemma":[0.9884369,0.0008863248,0.0008494511,0.009085583,0.0005276496,0.00001285325,0.000002050517,0.00001610474,0.0001831297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1026303,"threshold_uncertainty_score":0.5562825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493396680933223,"score_gpt":0.3021248000828555,"score_spread":0.2956314034019223,"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."}}