{"id":"W3090151859","doi":"10.2196/23519","title":"Carotid Endarterectomy Versus Carotid Artery Stenting: Survey of the Quality, Readability, and Treatment Preference of Carotid Artery Disease Websites","year":2020,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Carotid endarterectomy; Medicine; Carotid arteries; Readability; Carotid artery disease; Carotid stenting; Cardiology; Internal medicine; Preference; Endarterectomy; Radiology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003958521,0.0001416319,0.0005065275,0.00290327,0.0003071073,0.0009557865,0.0003673272,0.0005530482,0.001916805],"category_scores_gemma":[0.02621565,0.0001616903,0.0007012623,0.002897085,0.0003305606,0.001169625,0.0007168869,0.0003574784,0.0003175137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317204,"about_ca_system_score_gemma":0.0005426498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616,"about_ca_topic_score_gemma":0.00406751,"domain_scores_codex":[0.996548,0.001018637,0.0009814838,0.0002644956,0.0009875839,0.00019979],"domain_scores_gemma":[0.9661452,0.01225067,0.01588852,0.0005914728,0.003350782,0.001773351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000486465,0.0001667277,0.9874187,0.0003538618,0.000213868,0.0001158342,0.0008991474,0.00006935157,0.0002463357,0.00003710307,0.0008071859,0.009185418],"study_design_scores_gemma":[0.00003628358,0.0003573141,0.9962825,0.00009352006,0.00007622955,0.0004096062,0.001484056,0.0003428927,0.0001173834,0.00003431291,0.0007502966,0.00001556456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967956,0.0008668626,0.00006748155,0.0001731706,0.000007497027,0.0000546291,0.001091661,0.000007009784,0.0009360973],"genre_scores_gemma":[0.9981687,0.0005114491,0.0002124896,0.0001041643,0.00001645403,0.00003260191,0.0007757366,0.000005202554,0.0001732068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003958521,"threshold_uncertainty_score":0.02093494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3579209441570239,"score_gpt":0.5538596973277015,"score_spread":0.1959387531706775,"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."}}