{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.259059,0.001807145,0.005247497,0.03400664,0.001667576,0.00549856,0.003085541,0.002226807,0.00254567],"category_scores_gemma":[0.4190893,0.002075715,0.01031988,0.02303823,0.002159948,0.005178533,0.005334596,0.002535124,0.0009559158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004172449,"about_ca_system_score_gemma":0.01885017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161535,"about_ca_topic_score_gemma":0.003988346,"domain_scores_codex":[0.7408293,0.1035249,0.1015657,0.00512507,0.04708292,0.001872029],"domain_scores_gemma":[0.3989835,0.3701302,0.0692591,0.02074264,0.1380457,0.002838846],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002185594,0.001757086,0.1396185,0.09799834,0.007526599,0.0007399723,0.01738291,0.001997184,0.003692355,0.00536564,0.02212785,0.699608],"study_design_scores_gemma":[0.009121089,0.01417191,0.5572559,0.1114202,0.02597742,0.004000531,0.0243173,0.02820383,0.02085897,0.01680498,0.1855455,0.002322378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3331288,0.0307958,0.2892138,0.004557727,0.002326639,0.2979576,0.01398884,0.002653093,0.02537768],"genre_scores_gemma":[0.1896332,0.007606891,0.6102327,0.0006633788,0.0002538541,0.1864063,0.00400253,0.0001503336,0.00105085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7409409,"threshold_uncertainty_score":0.9137121,"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."}}