{"id":"W4283028308","doi":"10.21203/rs.3.rs-1754484/v1","title":"Evaluation of a new performance-based, disease-specific health literacy measurement tool for patients with chronic airways diseases: the Vancouver Airways Health Literacy Tool (VAHLT)","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Trinity Western University; Université du Québec à Montréal; University of Toronto; Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Spirometry; Health literacy; Specialty; Asthma; Disease; Physical therapy; Quality of life (healthcare); Literacy; Internal medicine; Ethnic group; Gerontology; Health care; Family medicine; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00522462,0.0004152075,0.0007520424,0.001624456,0.0004122652,0.001245246,0.0006393489,0.000727645,0.001902316],"category_scores_gemma":[0.0158408,0.0002326438,0.00108703,0.001179218,0.000307033,0.0008298706,0.001164024,0.0008444863,0.0003183035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007896259,"about_ca_system_score_gemma":0.001505314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005065741,"about_ca_topic_score_gemma":0.01158953,"domain_scores_codex":[0.9957558,0.001969351,0.0006658136,0.0002221144,0.001147858,0.0002390585],"domain_scores_gemma":[0.9901077,0.004849089,0.002152436,0.0002136991,0.001925189,0.0007520117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006746316,0.0007506644,0.9198796,0.0003562165,0.000255851,0.00008645275,0.0005565284,0.0005914927,0.0004462487,0.0001231642,0.001822785,0.07445641],"study_design_scores_gemma":[0.000250375,0.002116799,0.9908558,0.0001619255,0.0001263062,0.0002678151,0.0005511007,0.003644556,0.0003724182,0.0001134732,0.001503726,0.00003563976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908568,0.000604747,0.001686553,0.0004150728,0.00004025225,0.001213618,0.001578309,0.00004517269,0.00355956],"genre_scores_gemma":[0.9902201,0.0002938688,0.006131853,0.0001442593,0.0000234856,0.001299455,0.001353684,0.000005587014,0.000527718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00522462,"threshold_uncertainty_score":0.02763075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819785432176683,"score_gpt":0.4899268841920318,"score_spread":0.3079483409743635,"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."}}