{"id":"W3049437050","doi":"10.2196/18850","title":"Usability and Practicality of a Novel Mobile Attachment for Aural Endoscopy (endoscope-i): Formative Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Usability; Endoscope; Formative assessment; Session (web analytics); Quality (philosophy); Computer science; Multimedia; Medical physics; Human–computer interaction; Medicine; Psychology; Surgery; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05279103,0.00113154,0.001203657,0.001213345,0.0009235211,0.002280974,0.000954915,0.001092878,0.001508469],"category_scores_gemma":[0.07296904,0.0005571643,0.001566402,0.0006056391,0.001590643,0.001501184,0.00148267,0.0009585151,0.0002810752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154851,"about_ca_system_score_gemma":0.001139739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819618,"about_ca_topic_score_gemma":0.0007811949,"domain_scores_codex":[0.9700906,0.02054594,0.002931436,0.001551433,0.003888892,0.0009917127],"domain_scores_gemma":[0.9032022,0.07632995,0.004342597,0.002597548,0.0122697,0.001258124],"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":[0.01066879,0.03509868,0.2285978,0.01764469,0.001170658,0.00197515,0.2291628,0.003324752,0.08320944,0.0008991566,0.002864593,0.3853835],"study_design_scores_gemma":[0.003389154,0.2973818,0.5153376,0.003415079,0.001427491,0.003120572,0.08105995,0.01025591,0.05929018,0.001179907,0.02322598,0.000916337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896926,0.0002822487,0.004817099,0.0001123841,0.00005044087,0.00392531,0.0000612818,0.00003786467,0.001020673],"genre_scores_gemma":[0.9555603,0.0005656603,0.03380748,0.0003476358,0.0001576569,0.008526908,0.0001436323,0.0000437154,0.0008469537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05279103,"threshold_uncertainty_score":0.279189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624028606699929,"score_gpt":0.4003331711622948,"score_spread":0.3540928850952955,"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."}}