{"id":"W2049701166","doi":"10.1111/acem.12041","title":"An Agenda for Increasing Grant Funding of Emergency Medicine Education Research","year":2012,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Medicine; Medical education; Grant funding; Public relations; Public administration; Political science","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":["metaresearch"],"category_scores_codex":[0.4819667,0.003356309,0.004860334,0.01109553,0.01906361,0.05941026,0.01157414,0.07983653,0.01434651],"category_scores_gemma":[0.4932523,0.002960271,0.005231767,0.008044659,0.01848167,0.04835301,0.0436894,0.07505177,0.005266268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02125032,"about_ca_system_score_gemma":0.2041679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003195846,"about_ca_topic_score_gemma":0.004071926,"domain_scores_codex":[0.5982128,0.2173584,0.05787968,0.01383052,0.08567904,0.02703952],"domain_scores_gemma":[0.2412748,0.3798063,0.04010237,0.02328238,0.2130979,0.1024362],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007193088,0.001399149,0.002905626,0.004354355,0.00034735,0.001308402,0.006388234,0.003486163,0.002571657,0.344358,0.4166474,0.2155144],"study_design_scores_gemma":[0.001212741,0.0008861208,0.00270813,0.005970031,0.0002360984,0.0005241485,0.009780385,0.003729354,0.0009778254,0.2510526,0.7224064,0.0005161261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007983288,0.002783278,0.006553935,0.9760034,0.01065989,0.0002781,0.00002593645,0.0001664673,0.002730603],"genre_scores_gemma":[0.07134883,0.01527273,0.2238368,0.6311555,0.03913836,0.005108051,0.000435417,0.0005396286,0.01316478],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5180333,"threshold_uncertainty_score":0.6388273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2696630021619112,"score_gpt":0.5460922461489334,"score_spread":0.2764292439870221,"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."}}