{"id":"W3011671762","doi":"10.2147/copd.s234418","title":"<p>Development and Pretesting of a New Functional-Based Health Literacy Measurement Tool for Chronic Obstructive Pulmonary Disease (COPD) and Asthma Management</p>","year":2020,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Trinity Western University; St. Michael's Hospital; Western University; University of British Columbia; Stornoway Diamond (Canada); Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Health literacy; Asthma; COPD; Pulmonary rehabilitation; Focus group; Inhaler; Physical therapy; Self-management; Numeracy; Literacy; Rehabilitation; Health care; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742823,0.0001734961,0.0003313629,0.0002032261,0.0002851856,0.00004710212,0.0002201049,0.00005571426,0.0001437589],"category_scores_gemma":[0.0005685674,0.0001534589,0.00009643487,0.0001286846,0.00004400506,0.0009491066,0.0001085936,0.0002786985,0.000005353396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006632819,"about_ca_system_score_gemma":0.002644793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006186554,"about_ca_topic_score_gemma":0.000005222452,"domain_scores_codex":[0.9962797,0.0001935638,0.002103248,0.0002182775,0.0009256707,0.0002795759],"domain_scores_gemma":[0.9956583,0.0003303056,0.001779776,0.0001080044,0.001630332,0.000493333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01010218,0.0003548749,0.07632434,0.01133002,0.0006324025,0.00003551962,0.01146314,0.0008749359,0.0003928484,0.007654669,0.01487203,0.865963],"study_design_scores_gemma":[0.004499817,0.0003703941,0.6287328,0.002995667,0.00003917063,0.00001076505,0.0001967604,0.01709241,0.00006557706,0.001235849,0.3445207,0.0002400374],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7277877,0.009976548,0.2181807,0.03500676,0.0029822,0.003775791,0.0003275769,0.00008165927,0.00188104],"genre_scores_gemma":[0.9700297,0.00009812821,0.02324818,0.005691578,0.0006382525,0.00005615408,0.00006263316,0.00001726899,0.0001581567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.865723,"threshold_uncertainty_score":0.6257871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07018316428084993,"score_gpt":0.3807484207637214,"score_spread":0.3105652564828715,"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."}}