{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002949852,0.0001814547,0.0008999514,0.0005199964,0.0001382867,0.00000165989,0.0002477357,0.0009111463,0.0006611592],"category_scores_gemma":[0.002112161,0.0001616713,0.00007640102,0.0003371952,0.0004857705,0.0007556335,0.0001769074,0.001114535,0.0001958081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003665654,"about_ca_system_score_gemma":0.0003773963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234862,"about_ca_topic_score_gemma":0.0007639846,"domain_scores_codex":[0.9940353,0.00205513,0.002931108,0.00028775,0.0001320831,0.0005586463],"domain_scores_gemma":[0.9950141,0.002286815,0.001388239,0.0006204183,0.000591079,0.00009934814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001013791,0.000305643,0.9502883,0.0007274513,0.000028865,5.095837e-7,0.002027657,0.00002308578,0.00006606873,0.03985866,0.0006450253,0.005014932],"study_design_scores_gemma":[0.0007577479,0.000676963,0.9834561,0.00005746876,0.000004602697,0.000007828045,0.000790729,0.0002840244,0.000135326,0.002373122,0.01134547,0.0001105928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800467,0.00007629859,0.0001267093,0.007662314,0.0005560655,0.000938269,0.0001683549,0.00004420131,0.01038106],"genre_scores_gemma":[0.9851564,0.0001219339,0.0003288712,0.0140963,0.00002486609,0.00005087228,0.0001377629,0.000005344003,0.00007769364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03748554,"threshold_uncertainty_score":0.7239229,"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."}}