{"id":"W4361975524","doi":"10.2196/41806","title":"Health Information From Web Search Engines and Virtual Assistants About Pre-Exposure Prophylaxis for HIV Prevention in Adolescents and Young Adults: Content Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Readability; The Internet; World Wide Web; Online search; Computer science; Human immunodeficiency virus (HIV); Internet privacy; Medicine; Family medicine","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":[0.006565092,0.0002382469,0.0005448005,0.01441717,0.0005668768,0.001328584,0.0003626264,0.0003306252,0.001942022],"category_scores_gemma":[0.03119675,0.0002055965,0.0009060389,0.01045518,0.0006331448,0.001320707,0.00163114,0.0003559671,0.0002172269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706247,"about_ca_system_score_gemma":0.00224555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276791,"about_ca_topic_score_gemma":0.005923276,"domain_scores_codex":[0.9960461,0.001716755,0.0009457297,0.0002115707,0.000839895,0.0002397886],"domain_scores_gemma":[0.9557874,0.03444487,0.003470067,0.0006053985,0.005308233,0.0003840064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001377309,0.000709908,0.6735504,0.008316364,0.0004046016,0.0007470472,0.09686002,0.0005738926,0.004750883,0.0009834211,0.002757669,0.2089685],"study_design_scores_gemma":[0.00008908982,0.0005904358,0.9139401,0.002226376,0.0007148229,0.0004876271,0.06531796,0.002185256,0.003094168,0.0005150135,0.0107743,0.00006482696],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903538,0.0005603436,0.0006990142,0.000132998,0.000007697674,0.001646044,0.003942769,0.00002188205,0.002635433],"genre_scores_gemma":[0.9823691,0.001235031,0.007482929,0.0001227807,0.00002516334,0.002266284,0.005629458,0.00002353453,0.000845625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441717,"threshold_uncertainty_score":0.03471994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04625601648007176,"score_gpt":0.394861477211516,"score_spread":0.3486054607314443,"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."}}