{"id":"W2012064406","doi":"10.1016/j.jpedsurg.2012.01.057","title":"Parent health literacy and satisfaction with plain language education materials in a pediatric surgery outpatient clinic: a pilot study","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster Children's Hospital; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Health literacy; Outpatient clinic; Family medicine; Literacy; Patient satisfaction; Plain language; Outpatient surgery; Pediatrics; Nursing; Health care; Surgery; Ambulatory; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013841,0.0003491138,0.0006880466,0.0006694835,0.001423549,0.001280924,0.0004582583,0.0006729163,0.003509417],"category_scores_gemma":[0.007058881,0.0005514315,0.0008063813,0.0007638966,0.0006733066,0.001015842,0.0007070953,0.001901619,0.0004522417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009601164,"about_ca_system_score_gemma":0.001216464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00636335,"about_ca_topic_score_gemma":0.009140685,"domain_scores_codex":[0.9987106,0.0005443561,0.0001170746,0.0001364795,0.0002295386,0.0002620051],"domain_scores_gemma":[0.9922616,0.002939204,0.001924214,0.0002697287,0.0007467163,0.001858494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272545,0.01051975,0.9724154,0.00004257147,0.00007174887,0.0007842347,0.007091893,0.00004278494,0.0008558054,0.00003066794,0.0002607779,0.006611717],"study_design_scores_gemma":[0.0002055574,0.01212617,0.9745443,0.00001387302,0.00008910203,0.0006648061,0.011391,0.0002281982,0.0004232771,0.00001844119,0.0002712098,0.0000241137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997408,0.00001413482,0.0000147205,0.00002337532,0.000002167891,0.00002010355,0.00002475764,0.00000144385,0.0001585408],"genre_scores_gemma":[0.9994345,0.00003721593,0.0001155813,0.00006754042,0.000006012278,0.00004484648,0.00005679549,0.000002222251,0.0002353515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00636335,"threshold_uncertainty_score":0.01265264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08254015820832623,"score_gpt":0.4430246394076401,"score_spread":0.3604844811993139,"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."}}