{"id":"W2986318862","doi":"10.1177/0003489419887406","title":"Quality and Readability of Online Information on In-Office Vocal Fold Injections","year":2019,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Readability; Medicine; Health professionals; Health care; Physical therapy; Audiology","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":[0.001716935,0.0002675785,0.0004805534,0.006288698,0.0002367206,0.001443903,0.0002450625,0.0003445192,0.004922566],"category_scores_gemma":[0.01824434,0.00008899543,0.0006481595,0.002690221,0.0002473128,0.001795903,0.0008498143,0.000302005,0.0007769801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269747,"about_ca_system_score_gemma":0.0002409218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459596,"about_ca_topic_score_gemma":0.002611132,"domain_scores_codex":[0.9983576,0.000434587,0.0003668497,0.0001495199,0.0005797891,0.000111693],"domain_scores_gemma":[0.9798924,0.01059306,0.006086378,0.0005144973,0.002339222,0.0005745182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001034662,0.0002218121,0.8316227,0.002527956,0.000314886,0.0008863696,0.003146328,0.0003146569,0.003031716,0.0001631231,0.003273681,0.1534621],"study_design_scores_gemma":[0.00001681581,0.0003187,0.9886237,0.0005328875,0.0002160234,0.001495228,0.002188497,0.0007087364,0.001468609,0.0001145826,0.004278106,0.00003805661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890231,0.002195462,0.000455538,0.0001211386,0.00002391015,0.00006552759,0.002881541,0.00007858459,0.005155152],"genre_scores_gemma":[0.9935948,0.001172786,0.001170266,0.00007664209,0.00004284399,0.00003806341,0.002572056,0.00003370129,0.001298895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006288698,"threshold_uncertainty_score":0.01646763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136468177469318,"score_gpt":0.4839698787834307,"score_spread":0.3703230610364989,"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."}}