{"id":"W2167767463","doi":"10.1186/1916-0216-42-51","title":"Can a multisensory teaching approach impart the necessary knowledge, skills, and confidence in final year medical students to manage epistaxis?","year":2013,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grey Nuns Community Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medical education; Psychology; Computer science; Mathematics education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008968355,0.0002081528,0.000230147,0.0003120405,0.0002870623,0.0005476578,0.0003474397,0.0003967056,0.003641495],"category_scores_gemma":[0.00514317,0.0001530861,0.0002325101,0.0001042492,0.000220193,0.0003136673,0.0007248962,0.0004507489,0.0006434185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978736,"about_ca_system_score_gemma":0.0006580007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004093418,"about_ca_topic_score_gemma":0.001101893,"domain_scores_codex":[0.9996376,0.0000718731,0.00001913702,0.00003455096,0.0001530727,0.00008370008],"domain_scores_gemma":[0.9976235,0.0004951452,0.0006468605,0.0001023274,0.0002249118,0.0009073218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001735887,0.01869092,0.6628888,0.0004204295,0.000125681,0.0006579835,0.00340689,0.0003380131,0.02131795,0.00009326484,0.00190094,0.2884232],"study_design_scores_gemma":[0.0002475943,0.03085639,0.951789,0.0001333579,0.00008591817,0.001068447,0.00366299,0.0006133383,0.007996103,0.00009236479,0.003423613,0.00003095191],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995174,0.00007488466,0.00006500554,0.00007558896,0.00001083557,0.00001574862,0.000006793553,0.000003800788,0.0002298187],"genre_scores_gemma":[0.9981742,0.0001994511,0.0007233294,0.0000772157,0.00001973617,0.00003955284,0.00002376331,0.000001620556,0.000741035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003641495,"threshold_uncertainty_score":0.012182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198850278055026,"score_gpt":0.303054236312129,"score_spread":0.2831692085066264,"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."}}