{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003327126,0.0002706223,0.0008214003,0.0001813548,0.0005185456,0.00001646751,0.0002052353,0.0004462468,0.0004001605],"category_scores_gemma":[0.007374299,0.0002364341,0.00008019952,0.0006073891,0.0007059468,0.00161835,0.0002666434,0.001173628,0.00015233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633407,"about_ca_system_score_gemma":0.001248873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004637261,"about_ca_topic_score_gemma":0.0002412364,"domain_scores_codex":[0.9919639,0.003846142,0.002908822,0.0003897328,0.0003605528,0.0005308038],"domain_scores_gemma":[0.995153,0.001210226,0.001368822,0.0006654201,0.00124683,0.0003557788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000201103,0.0002211396,0.9608526,0.002959094,0.00003824878,0.000003136916,0.006980479,0.000004567254,0.001473521,0.02342921,0.000332054,0.003504862],"study_design_scores_gemma":[0.0006922535,0.0002499271,0.9801553,0.0004713683,0.00001454399,0.000003958105,0.001633784,0.0003628062,0.003448891,0.006447196,0.00630588,0.0002140273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865206,0.0001937655,0.0004392623,0.00415382,0.0003492262,0.0009357705,0.0004096807,0.00009785208,0.006900059],"genre_scores_gemma":[0.9705829,0.00009804524,0.003638976,0.02497,0.00007568979,0.0001276417,0.0004111928,0.00001453739,0.00008101969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02081618,"threshold_uncertainty_score":0.9641501,"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."}}