{"id":"W1864917144","doi":"10.1111/bjet.12042","title":"Usability testing of a multimedia e‐learning resource for electrolyte and acid‐base disorders","year":2013,"lang":"en","type":"article","venue":"British Journal of Educational Technology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Universiteit Stellenbosch","keywords":"Usability; Computer science; Usability lab; Multimedia; Resource (disambiguation); Usability inspection; Consistency (knowledge bases); Web usability; Usability engineering; Human–computer interaction; Artificial intelligence","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":[0.005458715,0.0005302492,0.0005007168,0.000682169,0.0003478789,0.0003814779,0.0005532291,0.0005678535,0.002170478],"category_scores_gemma":[0.01887709,0.0002223137,0.000634207,0.0003048489,0.0002660516,0.0004686807,0.0005656246,0.0002555794,0.0004165715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478723,"about_ca_system_score_gemma":0.0003478339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006010683,"about_ca_topic_score_gemma":0.0005351122,"domain_scores_codex":[0.9964637,0.002291748,0.0004239162,0.0001915858,0.0004835341,0.0001454821],"domain_scores_gemma":[0.9817424,0.01448165,0.000548236,0.0006248096,0.002236627,0.0003663833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01542943,0.02942283,0.2628722,0.004018814,0.0005143288,0.002230674,0.02676809,0.006810887,0.1796153,0.0004353826,0.001979369,0.4699026],"study_design_scores_gemma":[0.001242099,0.1964504,0.6656631,0.000574355,0.0007069102,0.002168221,0.007782427,0.01920365,0.09933777,0.0003556972,0.006292384,0.0002229442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964046,0.00005971586,0.002526165,0.00001920681,0.000008262843,0.0005168551,0.00003344375,0.00002958177,0.0004020952],"genre_scores_gemma":[0.9900706,0.00008171832,0.008563293,0.0000430542,0.00001485228,0.0005889132,0.00008935103,0.00001199283,0.0005361601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005458715,"threshold_uncertainty_score":0.02886879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566031329906309,"score_gpt":0.3873296907866747,"score_spread":0.3616693774876116,"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."}}