{"id":"W2411651321","doi":"","title":"Making a difference: using the safe surgery checklist to initiate continuing education for perioperative nurses in low-income settings.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Perioperative; Facilitator; Teamwork; Medicine; Patient safety; Nursing; Medical education; Perioperative nursing; Health care; Focus group; Psychology; Surgery; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01494893,0.0005098683,0.0002834039,0.001035585,0.002784776,0.00147904,0.002117564,0.001773008,0.002190586],"category_scores_gemma":[0.05032865,0.0004288465,0.0003878115,0.000428822,0.001340043,0.002702013,0.005222887,0.002976872,0.0008764789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643104,"about_ca_system_score_gemma":0.01384577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005526457,"about_ca_topic_score_gemma":0.02456633,"domain_scores_codex":[0.9927142,0.004748078,0.0003958254,0.0001822033,0.001354867,0.0006047238],"domain_scores_gemma":[0.9844412,0.005441561,0.002184927,0.000492368,0.002824702,0.004615293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008107724,0.001307357,0.03024998,0.001167188,0.00002108437,0.00207439,0.07945991,0.0001343926,0.001867687,0.0006796744,0.1041263,0.7788309],"study_design_scores_gemma":[0.0003630924,0.004529821,0.181527,0.01053119,0.0001197636,0.01195779,0.3695534,0.001717111,0.004319629,0.004822169,0.4100039,0.0005551241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6333385,0.0176837,0.03453904,0.2285968,0.009010873,0.01159288,0.0003095503,0.001848528,0.06308002],"genre_scores_gemma":[0.6870233,0.02145223,0.2308145,0.03641267,0.001568726,0.008011319,0.0005712718,0.0002692237,0.01387667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494893,"threshold_uncertainty_score":0.07905847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03825930296883453,"score_gpt":0.3310438104405477,"score_spread":0.2927845074717132,"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."}}