{"id":"W4229794409","doi":"10.21203/rs.3.rs-34847/v2","title":"A conceptual model of functional health literacy to improve chronic airway disease outcomes","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Conceptual model; Health literacy; Medicine; Chronic disease; Disease; Pulmonary disease; Intensive care medicine; Literacy; Computer science; Psychology; Health care; Political science; Internal medicine; Pedagogy","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":[0.008354617,0.00097527,0.0003404403,0.003530402,0.001547487,0.004077131,0.002243675,0.002153978,0.004383843],"category_scores_gemma":[0.009856411,0.0004256821,0.001496628,0.002353719,0.006175228,0.004836162,0.003335856,0.002385719,0.0003587132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007498346,"about_ca_system_score_gemma":0.01316614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076374,"about_ca_topic_score_gemma":0.009388421,"domain_scores_codex":[0.9941327,0.004145558,0.0002742434,0.0004610683,0.0006578063,0.0003286084],"domain_scores_gemma":[0.9924089,0.004886235,0.000629539,0.0002561823,0.001158795,0.0006603725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006120176,0.0004159057,0.0162259,0.001106577,0.00009426036,0.0004219894,0.03937897,0.008745012,0.0006539862,0.8708453,0.005536268,0.05651459],"study_design_scores_gemma":[0.0002614282,0.0008131179,0.02523573,0.005468494,0.0004193947,0.001591289,0.05175731,0.07631606,0.00125868,0.7055483,0.1311399,0.0001901383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1904294,0.006833559,0.4664806,0.1121496,0.0004143293,0.004343053,0.001770927,0.0005321116,0.2170466],"genre_scores_gemma":[0.8225021,0.001763233,0.1664737,0.002713564,0.00006796771,0.00290623,0.0006064475,0.00002555339,0.002941201],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01076374,"threshold_uncertainty_score":0.0544045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2357290288645815,"score_gpt":0.561252980853688,"score_spread":0.3255239519891066,"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."}}