{"id":"W2147630096","doi":"10.1017/s0022215109991770","title":"Readability of out-patient letters copied to patients: can patients understand what is written about them?","year":2009,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Readability; Medicine; Reading (process); Intervention (counseling); Audit; Family medicine; Population; Medical education; Nursing; Linguistics","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":[0.002385855,0.0002326258,0.0003379251,0.0006854724,0.0003572328,0.001397379,0.0003481011,0.0005692678,0.005614087],"category_scores_gemma":[0.03117831,0.000107897,0.0001815725,0.0007322064,0.0005773198,0.001022791,0.0005660969,0.0006175525,0.001190325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006491161,"about_ca_system_score_gemma":0.0004723452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255085,"about_ca_topic_score_gemma":0.001564272,"domain_scores_codex":[0.9978434,0.001003892,0.0002663622,0.0001473941,0.0005876867,0.0001512496],"domain_scores_gemma":[0.9739931,0.01346009,0.008578069,0.0005176042,0.002627015,0.0008242119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003115993,0.0008625834,0.7958433,0.000694069,0.00009357563,0.0009782912,0.0145609,0.0002360095,0.003189823,0.0001085182,0.004907057,0.1754098],"study_design_scores_gemma":[0.00004681075,0.001497301,0.9851003,0.000150264,0.00005290168,0.001450443,0.006892948,0.0003383333,0.002067125,0.0001878723,0.002187915,0.00002776907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968318,0.0005210493,0.0001292946,0.0004503508,0.00001286142,0.00001952594,0.00009555211,0.00001104754,0.001928512],"genre_scores_gemma":[0.9990471,0.0002229546,0.0001781067,0.00008732834,0.0000152823,0.00001543153,0.00006055465,0.000003487645,0.0003697464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005614087,"threshold_uncertainty_score":0.01878095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185313946827182,"score_gpt":0.2424531833988817,"score_spread":0.2239217887161636,"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."}}