{"id":"W4388787948","doi":"10.2196/42849","title":"Evaluation of the Accuracy, Credibility, and Readability of Statin-Related Websites: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Credibility; Medicine; Checklist; Statin; The Internet; Reading (process); Advertising; Computer science; World Wide Web; Psychology; Internal medicine; Business; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009950187,0.0002654595,0.0007887505,0.00370375,0.0005039434,0.001685443,0.0006676602,0.0008568044,0.001941295],"category_scores_gemma":[0.03777646,0.0005081718,0.00126354,0.002733001,0.0006461093,0.002429432,0.001210314,0.001019906,0.0005614287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023102,"about_ca_system_score_gemma":0.0004541496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916167,"about_ca_topic_score_gemma":0.002382724,"domain_scores_codex":[0.9934584,0.001871575,0.001570403,0.0006090857,0.002177663,0.0003128141],"domain_scores_gemma":[0.9419268,0.01925984,0.02690181,0.002572751,0.007891294,0.001447473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008553521,0.0001314417,0.9970266,0.00009463417,0.0001143299,0.00004435245,0.0006642987,0.00002816709,0.00007528721,0.00001593488,0.0001180958,0.001601234],"study_design_scores_gemma":[0.000009156874,0.0002682585,0.9975777,0.00005687311,0.00007346632,0.0003067581,0.000967079,0.0003193697,0.00009630735,0.00002431453,0.0002884941,0.00001216075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979189,0.0003132764,0.0001848251,0.0000569815,0.000006596025,0.0001018177,0.0005833988,0.000008591073,0.0008255686],"genre_scores_gemma":[0.9985425,0.0001979638,0.0004019416,0.00004495725,0.00001415953,0.00006373477,0.0005522543,0.000005971277,0.0001764733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009950187,"threshold_uncertainty_score":0.05262226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3637197097128713,"score_gpt":0.6702966432927169,"score_spread":0.3065769335798456,"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."}}