{"id":"W1563209007","doi":"10.24095/hpcdp.29.1.01","title":"Health Literacy and Numeracy: Key Factors in Cancer Risk Comprehension","year":2008,"lang":"en","type":"article","venue":"Chronic diseases in Canada","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Canadian Institutes of Health Research","keywords":"Numeracy; Health literacy; Context (archaeology); Literacy; Comprehension; Medicine; Anxiety; Health care; Psychology; Developmental psychology; Computer science; Psychiatry; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001172233,0.0001935825,0.0002185169,0.0009625518,0.0005667809,0.001138232,0.0002755764,0.0002537733,0.003750518],"category_scores_gemma":[0.01549103,0.0001044045,0.0002289001,0.0007681465,0.0009562525,0.0005912227,0.0007912363,0.0005321208,0.0002047408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323827,"about_ca_system_score_gemma":0.002594608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09371153,"about_ca_topic_score_gemma":0.1410973,"domain_scores_codex":[0.9990647,0.000207354,0.00008022994,0.00009249393,0.0004003754,0.0001547082],"domain_scores_gemma":[0.993996,0.002864017,0.001563002,0.0001566952,0.0007863998,0.0006337116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009472056,0.0001249619,0.9707173,0.00006200615,0.00003247144,0.00009385284,0.00281985,0.00009892258,0.0004566848,0.0003430276,0.0003471395,0.02480899],"study_design_scores_gemma":[0.000001548021,0.00004439313,0.997887,0.00002282338,0.00001001704,0.0001019799,0.0008064284,0.0001604381,0.0001044688,0.0002684192,0.0005856337,0.000007005229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871421,0.0006123026,0.0004785556,0.0006601806,0.00001115091,0.00004594017,0.0002582655,0.00001431671,0.0107773],"genre_scores_gemma":[0.9986905,0.0001671938,0.0003470054,0.00005147921,0.000009912676,0.00001253661,0.0001018645,0.000004137274,0.0006153918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9062885,"threshold_uncertainty_score":0.1863321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498481238902295,"score_gpt":0.4056214397398153,"score_spread":0.3706366273507924,"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."}}