{"id":"W3190701702","doi":"10.1002/lio2.629","title":"Quality and readability of online information on idiopathic subglottic stenosis","year":2021,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Readability; Medicine; Stenosis; Quality (philosophy); Quality Score; Reading (process); Medical physics; Internal medicine; Physical therapy","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":[0.001314818,0.0002272474,0.0004103896,0.003544527,0.0001825751,0.001052021,0.0001872953,0.0002866056,0.003188336],"category_scores_gemma":[0.01666999,0.00008029035,0.0006141335,0.001857903,0.0002201972,0.0009228521,0.0006154349,0.0002666647,0.0004495331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057673,"about_ca_system_score_gemma":0.0002278001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024041,"about_ca_topic_score_gemma":0.003006631,"domain_scores_codex":[0.9985015,0.0003455693,0.0003535278,0.000118936,0.0005768336,0.0001036089],"domain_scores_gemma":[0.9840254,0.007604955,0.004818031,0.0004864964,0.002422938,0.0006421781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005578954,0.0001300973,0.9506667,0.0005778134,0.0002027242,0.0002650993,0.001703709,0.0002223101,0.001128096,0.00005468264,0.001087479,0.04340336],"study_design_scores_gemma":[0.000005724449,0.0001457639,0.9971264,0.00008274354,0.00006304228,0.0002508736,0.0007371635,0.0003796429,0.0003997692,0.00003918811,0.0007583071,0.00001138076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960925,0.0004395615,0.0001382088,0.00005284488,0.00001080878,0.0000343395,0.001095006,0.00002828564,0.002108393],"genre_scores_gemma":[0.9979988,0.0002342222,0.0003653545,0.00002553353,0.00001546334,0.00001818768,0.0008822156,0.000009583111,0.0004506965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003544527,"threshold_uncertainty_score":0.01066607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.087622276961631,"score_gpt":0.4233939276246,"score_spread":0.335771650662969,"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."}}