{"id":"W3080518625","doi":"10.1111/tct.13220","title":"Video creation for specialty career exposure in undergraduate medical education","year":2020,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medical school; Specialty; Library science; General hospital; Medicine; Gerontology; Medical education; Family 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":[0.001457257,0.0004471085,0.000149932,0.001007135,0.0009436884,0.001540681,0.0008240741,0.0009490041,0.08909999],"category_scores_gemma":[0.009739811,0.0001556763,0.0005274515,0.0003606693,0.0002292119,0.001041858,0.002205195,0.001242516,0.008925975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415974,"about_ca_system_score_gemma":0.001466216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008128323,"about_ca_topic_score_gemma":0.003626116,"domain_scores_codex":[0.9991683,0.0003127444,0.00002068239,0.00006275203,0.0002091816,0.0002263763],"domain_scores_gemma":[0.9928871,0.002884302,0.0002249856,0.0003214537,0.0004471357,0.003235034],"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":[0.001242904,0.005429402,0.00747454,0.0009583062,0.00004103032,0.0009964552,0.004363454,0.0005414005,0.009851275,0.004288534,0.2167017,0.7481109],"study_design_scores_gemma":[0.001198435,0.005512977,0.1382468,0.002708435,0.0002570608,0.005325837,0.0189592,0.01184773,0.02121153,0.01252822,0.7819028,0.0003008904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4440463,0.002266498,0.05539839,0.01390708,0.009595719,0.002448178,0.003136041,0.007155075,0.4620468],"genre_scores_gemma":[0.8140359,0.001747718,0.06094322,0.002527293,0.002246389,0.001048211,0.002016418,0.000970741,0.1144641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08909999,"threshold_uncertainty_score":0.2980692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069140261801773,"score_gpt":0.4467115796536686,"score_spread":0.3397975534734913,"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."}}