{"id":"W4236187143","doi":"10.2196/preprints.15425","title":"Assessing the Quality and Readability of Health Information Webpages on Chronic Conditions (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Medicine; Web page; Checklist; The Internet; Patient education; Quality (philosophy); World Wide Web; Family medicine; Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005151836,0.0002510302,0.0004969186,0.005139365,0.0003036538,0.001697513,0.0002637136,0.0004693184,0.007359006],"category_scores_gemma":[0.04447959,0.0001562618,0.0008076517,0.003161167,0.0002836661,0.001759209,0.000957153,0.0003778405,0.001153239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004188079,"about_ca_system_score_gemma":0.0003997413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937178,"about_ca_topic_score_gemma":0.002966958,"domain_scores_codex":[0.9965346,0.0009876776,0.0009529656,0.0002197107,0.00116648,0.0001385764],"domain_scores_gemma":[0.9263097,0.04701791,0.01442581,0.00152209,0.009592961,0.001131558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001159111,0.0005144835,0.8624682,0.002373443,0.0004128716,0.0002383725,0.004027418,0.0004752955,0.001902389,0.0001670333,0.01192171,0.1143396],"study_design_scores_gemma":[0.00003365439,0.0004113632,0.9906974,0.0004597146,0.0001034368,0.0002342301,0.001528506,0.0007034914,0.00104151,0.0001440239,0.004609372,0.00003321691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834472,0.000934459,0.0007915792,0.0003756309,0.00007529743,0.0004277998,0.007325063,0.0001600936,0.00646297],"genre_scores_gemma":[0.9846943,0.0008706889,0.004696026,0.0002496477,0.0001193055,0.0003966925,0.006599547,0.00006606839,0.002307818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007359006,"threshold_uncertainty_score":0.02724588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586700653922195,"score_gpt":0.5565389178481569,"score_spread":0.3978688524559374,"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."}}