{"id":"W2604296717","doi":"10.1186/s12913-017-2193-4","title":"Implementing the Emergency Triage, Assessment and Treatment plus admission care (ETAT+) clinical practice guidelines to improve quality of hospital care in Rwandan district hospitals: healthcare workers’ perspectives on relevance and challenges","year":2017,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; University of British Columbia","funders":"","keywords":"Medicine; Triage; Health care; Psychological intervention; Health administration; Nursing; Thematic analysis; Health informatics; Relevance (law); Public health; Nursing research; Intervention (counseling); Medical emergency; Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005153402,0.0002460113,0.0007357588,0.0001159796,0.001067763,0.00006798535,0.0003014942,0.0001206629,0.00000618042],"category_scores_gemma":[0.001294901,0.0001562543,0.00008926992,0.0001576302,0.0001026529,0.0001639656,0.0004284346,0.0005371149,0.000001716599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008234372,"about_ca_system_score_gemma":0.001431351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02442639,"about_ca_topic_score_gemma":0.0132678,"domain_scores_codex":[0.9948375,0.001232046,0.001305866,0.0008194741,0.0009729314,0.0008321741],"domain_scores_gemma":[0.9952945,0.0007118723,0.0006492846,0.000891713,0.001780539,0.000672132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002494074,0.0003859394,0.6954826,0.00941027,0.00005230066,0.00001841617,0.06673957,0.000001293369,0.000003705572,0.0006892186,0.00003444924,0.2246882],"study_design_scores_gemma":[0.002055911,0.006426708,0.6576558,0.001068563,0.00001097338,0.000001620809,0.328234,0.00002203409,0.000004069877,0.00002309146,0.004411273,0.00008596494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610301,0.0709701,0.000002403403,0.06458487,0.0002117528,0.002732613,0.0001063869,0.00001445485,0.0003472953],"genre_scores_gemma":[0.8747166,0.1228485,0.001557898,0.0003565495,0.00033786,0.000117537,0.000016623,0.0000194631,0.00002891051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614944,"threshold_uncertainty_score":0.98207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008049026165043,"score_gpt":0.5905721177883011,"score_spread":0.3897672151717968,"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."}}