{"id":"W4406817796","doi":"10.2196/59767","title":"Online Information About Side Effects and Safety Concerns of Semaglutide: Mixed Methods Study of YouTube Videos","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Semaglutide; Computer science; Medicine; World Wide Web","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":[0.01301198,0.0003860479,0.001031377,0.003227386,0.001112077,0.001883104,0.0007377839,0.0007097709,0.003430761],"category_scores_gemma":[0.04195854,0.0004615201,0.00102419,0.002445692,0.0008581337,0.002859822,0.001721107,0.000671226,0.0004484263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926199,"about_ca_system_score_gemma":0.001681372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007206157,"about_ca_topic_score_gemma":0.01165799,"domain_scores_codex":[0.9898506,0.005313295,0.001514488,0.0008627221,0.001800442,0.000658333],"domain_scores_gemma":[0.9719815,0.01707837,0.006109857,0.0007209089,0.003471032,0.0006382703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002810375,0.002779474,0.7993713,0.006168585,0.0009003635,0.0009162043,0.1085229,0.0001378098,0.001237753,0.000962532,0.002974984,0.07321761],"study_design_scores_gemma":[0.0003020922,0.003766523,0.808136,0.003728682,0.0006562744,0.0009638221,0.171209,0.001716956,0.0009028214,0.0004875394,0.007993697,0.0001366672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925989,0.001242852,0.0006921854,0.0002093043,0.00002316033,0.002348764,0.001182267,0.000006799807,0.001695707],"genre_scores_gemma":[0.9844938,0.001577742,0.002228288,0.0005994921,0.00005997886,0.008021915,0.001699359,0.00002817008,0.001291279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301198,"threshold_uncertainty_score":0.06881475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069234321781587,"score_gpt":0.5377246078991514,"score_spread":0.4870322646813356,"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."}}