{"id":"W4225376767","doi":"10.2196/36177","title":"Quality of Late-Life Depression Information on the Internet: Website Evaluation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba; Research Manitoba","keywords":"Readability; Usability; Misinformation; The Internet; Mental health; Health literacy; Web usability; Quality (philosophy); Internet privacy; Information quality; Mental health literacy; Psychology; Applied psychology; Medicine; World Wide Web; Computer science; Health care; Mental illness; Information system; Psychiatry; Engineering; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01058378,0.0004175926,0.001150388,0.002431707,0.0006641333,0.001419751,0.0004631503,0.000582597,0.001982578],"category_scores_gemma":[0.02472867,0.0002927796,0.001825749,0.001833763,0.0005578373,0.001405633,0.000980792,0.0008007193,0.0004036289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411675,"about_ca_system_score_gemma":0.001369789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121662,"about_ca_topic_score_gemma":0.002833382,"domain_scores_codex":[0.9945796,0.002754617,0.001022053,0.0002506135,0.001161349,0.000231876],"domain_scores_gemma":[0.9721101,0.01323447,0.005597407,0.0008831237,0.006220079,0.001954842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01581946,0.03568518,0.8185543,0.003558516,0.001917529,0.0004084489,0.008572147,0.0006433363,0.001526657,0.0001727731,0.001947211,0.1111945],"study_design_scores_gemma":[0.00419303,0.04775165,0.9330233,0.0005724651,0.001884917,0.0004838418,0.003955445,0.003091411,0.002236703,0.0001327247,0.002546506,0.0001280004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997188,0.0002183168,0.0001964112,0.00004660564,0.000006665856,0.001179549,0.0003915618,0.00001260169,0.0007603512],"genre_scores_gemma":[0.9940385,0.0004856006,0.00150586,0.0001070644,0.00002658565,0.00228378,0.0009164438,0.00001177753,0.0006245025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058378,"threshold_uncertainty_score":0.05597311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3215211725894303,"score_gpt":0.6218952153144581,"score_spread":0.3003740427250278,"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."}}