{"id":"W4415741569","doi":"10.1001/jamanetworkopen.2025.38718","title":"Glucagon-Like Peptide-1 Receptor Agonists and Pay-Per-Click Direct-to-Consumer Advertising","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Agonist; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00141166,0.0003399946,0.0003973405,0.0008202966,0.0004194356,0.001136542,0.0003944485,0.000900122,0.005718943],"category_scores_gemma":[0.006549027,0.0005124623,0.0007986721,0.001229528,0.0003094117,0.0008469627,0.0003852322,0.001248033,0.001168095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714336,"about_ca_system_score_gemma":0.0004293898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004513622,"about_ca_topic_score_gemma":0.004302988,"domain_scores_codex":[0.9982116,0.0007072121,0.0001963752,0.0003121251,0.0004127748,0.0001599734],"domain_scores_gemma":[0.9921789,0.002513767,0.003850352,0.0003139542,0.000528892,0.0006139633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003464394,0.001853122,0.9861972,0.0001795045,0.0008275,0.00006885296,0.00008224078,0.00007473156,0.0001473641,0.0001154631,0.0008558306,0.006133776],"study_design_scores_gemma":[0.0002068978,0.0030759,0.993018,0.00005421626,0.0005666034,0.0005015186,0.0001922973,0.0003713269,0.0001583841,0.00008385415,0.001748011,0.00002311531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886554,0.002272167,0.0001777285,0.0001394975,0.00006581833,0.0001677102,0.00277527,0.00001393955,0.005732385],"genre_scores_gemma":[0.9944351,0.0009669462,0.0002669258,0.0003135839,0.0001161358,0.0001087556,0.001757017,0.000008567264,0.002026936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005718943,"threshold_uncertainty_score":0.01913178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138383241254577,"score_gpt":0.2814629396439002,"score_spread":0.2700791072313545,"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."}}