{"id":"W2049701937","doi":"10.1080/02770900600925585","title":"Asthma Numeracy Skill and Health Literacy","year":2006,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Numeracy; Asthma; Health literacy; Medicine; Literacy; Test (biology); Adult literacy; Physical therapy; Family medicine; Health care; Psychology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004423971,0.0001627685,0.0004724291,0.0002555501,0.0006779621,0.00005632959,0.0001831953,0.0001314088,0.0006532632],"category_scores_gemma":[0.0001788188,0.0001217701,0.00009894773,0.0002651961,0.00003632559,0.002318878,0.00006776963,0.001013053,0.0001172462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337175,"about_ca_system_score_gemma":0.0007864283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00031316,"about_ca_topic_score_gemma":0.00003134,"domain_scores_codex":[0.9953127,0.0005378923,0.003096045,0.0001416971,0.0003923474,0.0005193527],"domain_scores_gemma":[0.9958142,0.0003106342,0.002515802,0.0002293655,0.000769187,0.0003608323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003257737,0.0004015533,0.363153,0.001544013,0.00003023437,0.00002292129,0.01570042,0.00003237589,0.00002415146,0.007820906,0.164856,0.4460886],"study_design_scores_gemma":[0.001111684,0.0002122952,0.4746871,0.0003805876,0.000001834322,0.000060769,0.0004475367,0.0004513252,0.000006313152,0.001460926,0.5210851,0.00009457355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587294,0.002332751,0.009692949,0.01783015,0.001741783,0.0005816173,0.0000311439,0.00005190489,0.009008297],"genre_scores_gemma":[0.9646549,0.0002494021,0.01825919,0.01364598,0.001601692,0.000007786242,0.00001663232,0.00002106303,0.001543311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.445994,"threshold_uncertainty_score":0.7152774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797598479216528,"score_gpt":0.4407957747025782,"score_spread":0.412819789910413,"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."}}