{"id":"W3049254059","doi":"10.1007/s40037-020-00607-y","title":"A&amp;nbsp;national strategy to engage medical students in otolaryngology-head and neck surgery medical education: the LearnENT ambassador program","year":2020,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Mentorship; Outreach; Scholarship; Medical education; Inclusion (mineral); Otorhinolaryngology; Medicine; Public relations; Political science; Sociology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00862709,0.0006138032,0.0003143361,0.0007668048,0.009607047,0.005450789,0.003069474,0.004859222,0.04299729],"category_scores_gemma":[0.01132989,0.0004633858,0.0006876962,0.0005761725,0.002301534,0.003575707,0.01439001,0.007744682,0.01139535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00926536,"about_ca_system_score_gemma":0.1463919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1028419,"about_ca_topic_score_gemma":0.2102649,"domain_scores_codex":[0.9952,0.0012486,0.0001298156,0.0003009313,0.001380408,0.00174012],"domain_scores_gemma":[0.9578172,0.0008062049,0.0005904956,0.0006831064,0.005455062,0.03464787],"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":[0.0001849305,0.001022752,0.008165225,0.0004946625,0.00001959093,0.0006159219,0.00355615,0.0001125327,0.001639502,0.004216417,0.817534,0.1624384],"study_design_scores_gemma":[0.000137386,0.0006174644,0.01625288,0.0006959295,0.00001992837,0.0004079377,0.01344729,0.0003548625,0.0008887444,0.001398089,0.9657398,0.00003969076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07147537,0.003016635,0.007998433,0.6772887,0.01890451,0.005335338,0.003436606,0.002837617,0.2097068],"genre_scores_gemma":[0.2866738,0.004739094,0.05447369,0.2744946,0.002136818,0.008456283,0.005299733,0.001046031,0.36268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1028419,"threshold_uncertainty_score":0.2044866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699246718853776,"score_gpt":0.4178280208400738,"score_spread":0.380835553651536,"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."}}