{"id":"W4405462623","doi":"10.2196/68792","title":"Quality Assessment of Medical Institutions’ Websites Regarding Prescription Drug Misuse of Glucagon-Like Peptide-1 Receptor Agonists by Off-Label Use for Weight Loss: Website Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Preprint; Medical prescription; Quality (philosophy); Business; Advertising; Internet privacy; Medicine; World Wide Web; Computer science; Pharmacology","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":[0.02787381,0.000327878,0.001097131,0.007112486,0.0008551531,0.002504751,0.00066402,0.0006931099,0.001548068],"category_scores_gemma":[0.08242191,0.0003589443,0.001928958,0.006118691,0.001064735,0.002289736,0.002045643,0.0008698952,0.0003399058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312104,"about_ca_system_score_gemma":0.002274225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436621,"about_ca_topic_score_gemma":0.003971334,"domain_scores_codex":[0.9751056,0.009426014,0.005589204,0.001124985,0.007979128,0.0007750156],"domain_scores_gemma":[0.8345309,0.05981025,0.06331688,0.004787566,0.03314662,0.004407705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246426,0.0008963139,0.9511147,0.001421217,0.000461166,0.0001683486,0.004827238,0.0001680442,0.0004871868,0.0001304979,0.001448352,0.03763061],"study_design_scores_gemma":[0.0001243236,0.001224616,0.9866185,0.0004337564,0.0004003265,0.0002814723,0.005541956,0.001705947,0.0006923109,0.00005941153,0.002848177,0.00006932094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951775,0.0005641947,0.0003352128,0.0001983505,0.00001918575,0.0007344579,0.001281906,0.00002972665,0.001659509],"genre_scores_gemma":[0.9948155,0.0005355217,0.001762026,0.0001657661,0.00003392457,0.0006137296,0.001618205,0.00001709267,0.0004382148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02787381,"threshold_uncertainty_score":0.1474126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691399294967221,"score_gpt":0.5078717243569811,"score_spread":0.3387317948602591,"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."}}