{"id":"W1998947048","doi":"10.1186/s40463-015-0060-z","title":"Face and content validity of a novel, web-based otoscopy simulator for medical education","year":2015,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Dalhousie University; Western University","funders":"","keywords":"Face validity; Content validity; Web application; Content (measure theory); Face (sociological concept); Computer science; Simulation; Multimedia; Human–computer interaction; World Wide Web; Psychology; Psychometrics; Mathematics; Clinical psychology","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":[0.01408762,0.0003799416,0.0004146101,0.001129042,0.0004839521,0.001252082,0.0006647495,0.0005908991,0.002530467],"category_scores_gemma":[0.05876074,0.0002232026,0.0012113,0.000362639,0.0007351979,0.0009198253,0.001689875,0.0006151452,0.0006522493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153718,"about_ca_system_score_gemma":0.001404866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005506683,"about_ca_topic_score_gemma":0.0007176385,"domain_scores_codex":[0.9886631,0.00459096,0.001131135,0.0006423307,0.004648613,0.0003238395],"domain_scores_gemma":[0.9531541,0.02646008,0.003804594,0.002246407,0.01300088,0.00133403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00178209,0.003186933,0.6524724,0.0009930454,0.0003112341,0.00055191,0.01855245,0.004064036,0.02770575,0.001288519,0.00363375,0.2854579],"study_design_scores_gemma":[0.0004597151,0.009127398,0.8771216,0.0008733775,0.0004218414,0.002161011,0.01497196,0.04133116,0.02634813,0.002366159,0.02448737,0.0003302707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854922,0.00008305658,0.007264279,0.0002881583,0.00008989306,0.001232636,0.0002277842,0.00009248839,0.005229628],"genre_scores_gemma":[0.9841384,0.0001175422,0.01292784,0.000216544,0.00004093354,0.001323455,0.0003110991,0.00003205088,0.0008920317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408762,"threshold_uncertainty_score":0.0745033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09613626885536276,"score_gpt":0.3320127290203546,"score_spread":0.2358764601649919,"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."}}