{"id":"W2799784024","doi":"10.2196/aging.9216","title":"A Tool That Assesses the Evidence, Transparency, and Usability of Online Health Information: Development and Reliability Assessment","year":2018,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; University of Toronto; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Usability; Transparency (behavior); Reliability (semiconductor); Computer science; Human–computer interaction; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006492605,0.0001519414,0.0003210985,0.00007654694,0.001269276,0.00004114711,0.0001789236,0.00008936407,0.0002163034],"category_scores_gemma":[0.0004510182,0.00009792721,0.00002598586,0.0002623164,0.0002700509,0.001958594,0.0001499555,0.0004727673,0.000007931397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209397,"about_ca_system_score_gemma":0.001560869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002582943,"about_ca_topic_score_gemma":0.0001613565,"domain_scores_codex":[0.9964969,0.0006621961,0.001881805,0.0002164986,0.0003684513,0.0003741217],"domain_scores_gemma":[0.9971123,0.001064421,0.0007806491,0.0004597302,0.0004393192,0.0001435623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004070903,0.0000632738,0.8616102,0.003784335,0.000005933015,3.963768e-8,0.04943584,0.000001474559,0.000001362982,0.000343143,0.0006237779,0.08408988],"study_design_scores_gemma":[0.0003216137,0.00007361313,0.9454693,0.0007962387,0.000003826474,9.435114e-7,0.006566523,0.001419191,0.00001954743,0.0001742688,0.04505739,0.0000975717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986308,0.0001290153,0.004629015,0.006190321,0.0002066424,0.00168031,0.00003611384,0.00005855695,0.0007620755],"genre_scores_gemma":[0.9829935,0.0000969242,0.01208873,0.004537551,0.00007299,0.0001559463,0.00002504125,0.000004556503,0.00002471696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0839923,"threshold_uncertainty_score":0.9762377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021372782919534,"score_gpt":0.490015365342953,"score_spread":0.3878780870509996,"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."}}