{"id":"W4389209754","doi":"10.1111/tct.13707","title":"Residency spiral concussion curriculum design","year":2023,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Queen's University; Women's College Hospital; Toronto Rehabilitation Institute; North York General Hospital; Providence Health Care; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Concussion; Curriculum; Intervention (counseling); Medicine; Test (biology); Cognition; Medical education; Family medicine; Physical therapy; Psychology; Poison control; Nursing; Psychiatry; Injury prevention; Emergency medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003767136,0.0005669584,0.000455648,0.0008159649,0.0003581398,0.000469405,0.001019171,0.0004705231,0.01477691],"category_scores_gemma":[0.004740095,0.0004295918,0.0005394442,0.0006155423,0.0003788244,0.0004092945,0.001237464,0.0006122622,0.001839894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909185,"about_ca_system_score_gemma":0.00542339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122445,"about_ca_topic_score_gemma":0.002225979,"domain_scores_codex":[0.9981769,0.0008215231,0.000165652,0.0002401328,0.0003127194,0.0002830602],"domain_scores_gemma":[0.9972327,0.0005503112,0.0004209985,0.0002005381,0.0007774896,0.000817974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03089878,0.03475523,0.0310292,0.005286952,0.0002783799,0.0004161094,0.003110482,0.01643827,0.02368672,0.005595462,0.008670166,0.8398343],"study_design_scores_gemma":[0.04717974,0.474766,0.1599312,0.002840025,0.001391042,0.001071316,0.005172917,0.03111585,0.03852339,0.008242964,0.2294157,0.0003498684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8313172,0.001011047,0.04106973,0.0006089995,0.0003457351,0.109517,0.001426246,0.0009836869,0.01372019],"genre_scores_gemma":[0.6252639,0.001120155,0.2195471,0.0007747054,0.0001107635,0.1404312,0.001109339,0.00008254009,0.01156046],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01477691,"threshold_uncertainty_score":0.04943371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3883014265683982,"score_gpt":0.5050424292939195,"score_spread":0.1167410027255213,"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."}}