{"id":"W2492371337","doi":"10.1007/s13187-016-1082-6","title":"Readability and Coherence of Department/Ministry of Health HPV Information","year":2016,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Readability; Medicine; Christian ministry; Population; Family medicine; Genital warts; Environmental health; Human immunodeficiency virus (HIV); Computer science; Political science","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":[0.002477018,0.00005984539,0.000257979,0.0001040959,0.0001053218,0.000003864379,0.00008921333,0.00006685333,0.0003844476],"category_scores_gemma":[0.0005073895,0.00003752678,0.00003151512,0.0001260435,0.00006288414,0.001626884,0.00001797031,0.000146796,0.000003135764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017702,"about_ca_system_score_gemma":0.004827079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003038695,"about_ca_topic_score_gemma":0.00002627144,"domain_scores_codex":[0.9969327,0.0002996035,0.002356114,0.00004758501,0.0002326632,0.0001313253],"domain_scores_gemma":[0.9942011,0.00025062,0.00408135,0.000151863,0.001205436,0.0001096901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009276071,0.00005737327,0.5102912,0.001088839,0.000006504135,3.954425e-9,0.003245569,4.705377e-7,0.00003793608,0.0002447765,0.00303713,0.4818975],"study_design_scores_gemma":[0.0004313816,0.0001715862,0.9481667,0.0008669577,0.000008618679,0.000001429846,0.002168152,0.000008911911,0.0005206632,0.0009516052,0.04666061,0.0000433455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907068,0.0006440729,0.001679735,0.004553939,0.0008963782,0.000358445,0.00005330502,0.000003909983,0.001103427],"genre_scores_gemma":[0.9972373,0.0005466632,0.001037809,0.0009752415,0.00009549547,0.00002241004,0.000005424207,0.000002223912,0.0000774115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818542,"threshold_uncertainty_score":0.8563032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134625180884572,"score_gpt":0.5194307338201506,"score_spread":0.4780844820113049,"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."}}