{"id":"W2012771266","doi":"10.1016/j.otohns.2008.11.033","title":"Interactive Internet‐based cases for undergraduate otolaryngology education","year":2009,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Division of Undergraduate Education","keywords":"Randomized controlled trial; Medicine; Otorhinolaryngology; Group B; Test (biology); Curriculum; Medical education; Physical therapy; Psychology; Internal medicine; Surgery; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002435058,0.0002035788,0.0003666189,0.0004353746,0.00008563466,0.00001666283,0.0001522389,0.0002536271,0.0002150693],"category_scores_gemma":[0.001787555,0.0001951385,0.0001167209,0.00037258,0.0001455086,0.0001319121,0.00001801293,0.0003677479,0.00008985196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515769,"about_ca_system_score_gemma":0.000674693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000471874,"about_ca_topic_score_gemma":0.0000137786,"domain_scores_codex":[0.998566,0.00008438768,0.0004320221,0.0004200083,0.0001418787,0.0003557072],"domain_scores_gemma":[0.998625,0.0002269153,0.0001870617,0.0003897759,0.0004785236,0.00009272811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004215292,0.008017757,0.05877203,0.0006141418,0.000407233,0.000200377,0.001324692,0.00001604693,0.02172646,0.1776607,0.3640237,0.3630216],"study_design_scores_gemma":[0.008737959,0.01034172,0.5022337,0.0006975534,0.0007060229,0.005079076,0.0007684194,0.01743346,0.01863397,0.02847916,0.4057241,0.001164799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070824,0.0001751515,0.03188812,0.04960392,0.001937692,0.001643967,0.000006552378,0.0001816939,0.007480486],"genre_scores_gemma":[0.9507965,0.000007256598,0.01969239,0.0267418,0.0004394581,0.0003125498,0.0004931512,0.0000258907,0.001490936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4434617,"threshold_uncertainty_score":0.7957517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705758283250378,"score_gpt":0.3426931691618594,"score_spread":0.3256355863293556,"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."}}