{"id":"W2124277046","doi":"10.1186/s12245-015-0067-2","title":"State of emergency medicine in Rwanda 2015: an innovative trainee and trainer model","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Health care; Trainer; Work (physics); Specialty; Referral; Developing country; Nursing; Family medicine; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004996812,0.0003165546,0.0002019173,0.001253589,0.003331846,0.004808187,0.001425849,0.001561282,0.01159801],"category_scores_gemma":[0.005640881,0.0003314094,0.0004629309,0.0006140738,0.002175361,0.004345024,0.004485235,0.002169752,0.001294889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005799117,"about_ca_system_score_gemma":0.01473081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118715,"about_ca_topic_score_gemma":0.02846659,"domain_scores_codex":[0.9975343,0.001632224,0.00004769953,0.000182135,0.0001674794,0.0004362871],"domain_scores_gemma":[0.9972378,0.0009190888,0.0002649039,0.0001397341,0.0003800124,0.001058376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000490009,0.004494432,0.09122974,0.000560276,0.0001109643,0.001231654,0.03034891,0.01349629,0.002297341,0.5719477,0.05027035,0.2335224],"study_design_scores_gemma":[0.0008298674,0.007565876,0.1308897,0.003783733,0.0004754202,0.002610897,0.1223049,0.1014826,0.004359638,0.2022025,0.42292,0.0005749612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4920541,0.001970676,0.07312102,0.1474673,0.001666948,0.002180247,0.0005870793,0.0004389232,0.2805138],"genre_scores_gemma":[0.9480646,0.00139291,0.01684667,0.003140564,0.0002588286,0.001152587,0.0001306539,0.00003114436,0.02898198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118715,"threshold_uncertainty_score":0.04207569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09986796131486457,"score_gpt":0.4146392615248456,"score_spread":0.314771300209981,"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."}}