{"id":"W4391320052","doi":"10.2196/55535","title":"Evaluation of the Quality and Readability of Web-Based Information Regarding Foreign Bodies of the Ear, Nose, and Throat: Qualitative Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Ear nose and throat; Throat; Readability; Nose; Quality (philosophy); Medicine; Computer science; Anatomy; 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":[0.03087872,0.0004009544,0.001298421,0.006093899,0.001807256,0.003038292,0.0013482,0.0007111111,0.001669395],"category_scores_gemma":[0.07102312,0.0004114988,0.0008329132,0.005391876,0.003739354,0.002608688,0.004120719,0.0009991832,0.0002249159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005762462,"about_ca_system_score_gemma":0.00433303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005563809,"about_ca_topic_score_gemma":0.005201726,"domain_scores_codex":[0.9854853,0.009248638,0.00115292,0.0006747821,0.002510928,0.0009275703],"domain_scores_gemma":[0.9090031,0.07342659,0.005495183,0.0009907596,0.009476908,0.001607399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001679198,0.0001127578,0.05277266,0.002897984,0.00007699568,0.0003820568,0.9160746,0.0001810475,0.001922395,0.0008943247,0.0008690867,0.02364823],"study_design_scores_gemma":[0.00002752244,0.0001750763,0.06890138,0.001650424,0.00006985037,0.0002600727,0.9198163,0.001061228,0.001356543,0.0007023423,0.005892685,0.00008658806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940858,0.0003802994,0.001447504,0.0004681601,0.00001241861,0.0007647884,0.000726447,0.00001348439,0.002101107],"genre_scores_gemma":[0.9930584,0.0006367989,0.003292609,0.0002029387,0.00001314997,0.00148024,0.000521742,0.0000305124,0.0007635275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03087872,"threshold_uncertainty_score":0.1633043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3150718844110764,"score_gpt":0.522932700046935,"score_spread":0.2078608156358586,"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."}}