{"id":"W2415337131","doi":"10.1017/s1481803500010277","title":"EM dual training impacts the advancement of the specialty","year":2008,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Specialty; Dual (grammatical number); Training (meteorology); Action (physics); Medical education; Family 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":[0.0008943114,0.0002769761,0.0006732157,0.0005544109,0.0003330634,0.000009784029,0.0008064255,0.0003312257,0.002180106],"category_scores_gemma":[0.000862585,0.0001430635,0.0002458429,0.000719789,0.0002362389,0.0001682153,0.00003659616,0.001544828,0.00001186298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466796,"about_ca_system_score_gemma":0.001196643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03859221,"about_ca_topic_score_gemma":0.1444272,"domain_scores_codex":[0.9971908,0.00005073454,0.001397158,0.0001657178,0.0006012679,0.0005943122],"domain_scores_gemma":[0.9968455,0.00004154192,0.001968098,0.0004480762,0.0006234371,0.00007331795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002951709,0.000002563517,0.001030652,0.0002307034,0.00007855563,0.0002907636,0.0006441025,0.000002830742,0.000006497357,0.0006592777,0.9924457,0.0046054],"study_design_scores_gemma":[0.0002566347,0.00005048018,0.003159282,0.0006842958,0.00009662344,0.00007621853,0.001091075,0.000003470605,0.000001060114,0.0004161154,0.9940341,0.000130682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0100539,0.004079501,0.00002844995,0.9494392,0.02944581,0.0003559043,0.00001360164,0.000007988589,0.006575615],"genre_scores_gemma":[0.3359084,0.002242553,0.00001971355,0.4517673,0.2046357,0.00001412401,0.00004124436,0.0001602582,0.005210735],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.497672,"threshold_uncertainty_score":0.998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224330466596798,"score_gpt":0.3073471463449511,"score_spread":0.1849140996852713,"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."}}