{"id":"W4382181768","doi":"10.1002/alr.23218","title":"Readability and quality analysis of patient education materials in aspirin‐exacerbated respiratory disease","year":2023,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Readability; Medicine; Aspirin; Patient education; Disease; Intensive care medicine; Internal medicine; Family medicine","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":[0.008382486,0.0002564701,0.0005890179,0.003314182,0.0003743143,0.001645086,0.0003677913,0.0005645684,0.005837805],"category_scores_gemma":[0.05715416,0.0001242046,0.001311106,0.002580734,0.0004064094,0.001395866,0.0008809071,0.0007051455,0.0007584593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020285,"about_ca_system_score_gemma":0.0005475072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280255,"about_ca_topic_score_gemma":0.002193308,"domain_scores_codex":[0.9913577,0.003201638,0.002334902,0.0005405754,0.00228107,0.000284177],"domain_scores_gemma":[0.9199588,0.04427112,0.02209587,0.002255268,0.009591983,0.001826974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002972035,0.0004495432,0.9311339,0.0009353435,0.000782816,0.00009445134,0.001372614,0.0004974267,0.0005655556,0.0001388464,0.002752431,0.05830489],"study_design_scores_gemma":[0.00006003954,0.001324753,0.9934124,0.0002097325,0.0002590209,0.0001774953,0.0007343495,0.001046689,0.0009262398,0.0001718888,0.001639366,0.00003802903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883015,0.002851545,0.0009557861,0.0005114159,0.00006387967,0.0001548261,0.004102075,0.00008964888,0.002969307],"genre_scores_gemma":[0.9968114,0.0003217832,0.000674776,0.0001214139,0.00003411794,0.0000955754,0.001419291,0.0000201914,0.0005014226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008382486,"threshold_uncertainty_score":0.04433137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582634135359768,"score_gpt":0.3645592120416644,"score_spread":0.3287328706880667,"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."}}