{"id":"W2410068783","doi":"10.1017/s1481803500012446","title":"Education scholarship: the next step for our specialty","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Scholarship; Specialty; Medicine; Action (physics); Medical education; Family medicine; Political science; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02938775,0.000943142,0.001869213,0.003516645,0.02705277,0.02456033,0.004151567,0.04063315,0.0978028],"category_scores_gemma":[0.0615169,0.0005772257,0.001722149,0.002140786,0.02242904,0.02368607,0.02494248,0.03914304,0.0199982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189447,"about_ca_system_score_gemma":0.1336451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389867,"about_ca_topic_score_gemma":0.04399806,"domain_scores_codex":[0.9795243,0.004786954,0.000886502,0.001479286,0.006282013,0.007040898],"domain_scores_gemma":[0.6979331,0.028652,0.005512387,0.006001842,0.03510173,0.2267988],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003795986,0.00032516,0.00174687,0.0002648124,0.00002347962,0.0003133565,0.0008239428,0.00005704926,0.0001347399,0.05041401,0.9023859,0.04347277],"study_design_scores_gemma":[0.00009012841,0.00009914618,0.00216844,0.001274909,0.00002238494,0.0003856732,0.009539079,0.0001423853,0.0001160248,0.1142016,0.871881,0.00007913319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003791648,0.003225139,0.0002179298,0.9774203,0.01313662,0.0000100258,0.00002425092,0.00003595569,0.005550595],"genre_scores_gemma":[0.04470988,0.01394006,0.005802535,0.7936049,0.05843446,0.0001298769,0.0002751478,0.0001440792,0.08295906],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9881055,"threshold_uncertainty_score":0.3271829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3962097348133214,"score_gpt":0.5597691603754559,"score_spread":0.1635594255621345,"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."}}