{"id":"W2443958001","doi":"10.2310/8000.2011.110448","title":"The development of emergency medicine in Ethiopia","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Brantford Energy (Canada)","funders":"","keywords":"Medicine; Medical emergency; Action (physics); Traditional medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001771408,0.0002917747,0.0008080865,0.0006532067,0.0002506193,5.454991e-7,0.0004197796,0.0001217942,0.01354499],"category_scores_gemma":[0.001614847,0.0001719841,0.000175839,0.0009625622,0.0003286361,0.00008617611,0.00002097684,0.0005367444,0.00001234675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609779,"about_ca_system_score_gemma":0.001339434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009131574,"about_ca_topic_score_gemma":0.1553702,"domain_scores_codex":[0.9956715,0.00008811228,0.002829879,0.0002062014,0.0006001192,0.0006042529],"domain_scores_gemma":[0.9969848,0.00005772039,0.0006918588,0.0003615345,0.00106012,0.0008439119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004516869,0.0001495648,0.5595553,0.0005139082,0.0009989121,0.0002514716,0.1348814,0.000002374674,0.003349455,0.002955561,0.2735146,0.02337578],"study_design_scores_gemma":[0.002006911,0.00137278,0.7401872,0.0011494,0.0003231745,0.00003362734,0.01669287,0.000003859193,0.0004318568,0.001552485,0.2359735,0.0002723141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.674204,0.04908372,0.0002267576,0.009138835,0.04310472,0.0005587424,0.00000575583,0.00001619175,0.2236613],"genre_scores_gemma":[0.9897678,0.005657788,0.0003376269,0.00005773977,0.001248824,0.000009159402,0.000004380587,0.00003559978,0.00288102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3155639,"threshold_uncertainty_score":0.9974667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771413257359643,"score_gpt":0.3599074790995504,"score_spread":0.1827661533635861,"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."}}