{"id":"W4403476213","doi":"10.7759/cureus.71569","title":"Population-Level Interest in Glucagon-Like Peptide-1 Receptor Agonists for Weight Loss Using Google Trends Statistics in a 12-Month Retrospective Analysis: An Infodemiology and Infoveillance Study","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glucagon-like peptide-1; Population; Endocrinology; Diabetes mellitus; Environmental health; Type 2 diabetes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008688822,0.0002107894,0.0004698969,0.003411124,0.0002701106,0.0009400107,0.0003296608,0.0003865928,0.00139506],"category_scores_gemma":[0.003163737,0.0002042135,0.001438255,0.006613598,0.000260241,0.001043383,0.0005350495,0.0006005184,0.0005260374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557882,"about_ca_system_score_gemma":0.0004907222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02055331,"about_ca_topic_score_gemma":0.02053166,"domain_scores_codex":[0.9990692,0.0001933935,0.0002305173,0.0001635512,0.000216645,0.00012675],"domain_scores_gemma":[0.9974685,0.0005827149,0.001284349,0.0001537927,0.0003412459,0.0001695049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001264243,0.00001986825,0.9963481,0.0001364168,0.0001981444,0.0001004605,0.0002086714,0.00006247425,0.000080084,0.00003999786,0.0005379409,0.002141451],"study_design_scores_gemma":[0.000004401005,0.00007346097,0.9968652,0.00005741146,0.0001660302,0.0003674513,0.0008955876,0.0005446858,0.00007204602,0.00001947419,0.0009239801,0.00001042126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870237,0.001973132,0.0001047144,0.0001258424,0.00001267776,0.00002751866,0.009703978,0.00001134908,0.001017118],"genre_scores_gemma":[0.9947733,0.0008026249,0.00008169923,0.00004052215,0.00001501738,0.00002229531,0.004047136,0.000006707272,0.0002106513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055331,"threshold_uncertainty_score":0.04086733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05860782859164021,"score_gpt":0.3492840838930007,"score_spread":0.2906762553013605,"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."}}