{"id":"W4417468103","doi":"10.1001/jamaoncol.2025.5364","title":"Glucagon-Like Peptide-1 Receptor Agonists and Cancer","year":2025,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Spinal Cord Injury BC","funders":"","keywords":"Cancer; Agonist; Receptor; Clinical trial; Immunotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018987,0.000104017,0.0002682694,0.0001007097,0.00005236163,0.00001763657,0.00004708144,0.0001120412,0.0003740017],"category_scores_gemma":[0.00003398632,0.0000859079,0.00004278832,0.000124379,0.00007894728,0.00004306268,0.00008867517,0.0001002088,0.00007613841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496387,"about_ca_system_score_gemma":0.0001485936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001234781,"about_ca_topic_score_gemma":0.0001067663,"domain_scores_codex":[0.999337,0.00002852372,0.0001374384,0.0002222564,0.00006597472,0.000208868],"domain_scores_gemma":[0.9996155,0.00006920551,0.00003979086,0.0001593178,0.00004320296,0.00007296821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001947318,0.0002614467,0.0290498,0.0001197691,0.0003706138,0.00004402707,0.0001560473,5.496129e-7,0.001275282,0.003286,0.3661521,0.5990896],"study_design_scores_gemma":[0.002696912,0.0004187906,0.04153656,0.00007341167,0.0002432784,0.000002292038,0.0001034315,0.00002569996,0.0006542176,0.0001726692,0.9540071,0.00006555901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003303,0.003416531,0.00003025098,0.04974363,0.00145736,0.0006230685,0.000007938014,0.0001032252,0.2442877],"genre_scores_gemma":[0.6847149,0.004653039,0.002944424,0.02994111,0.0004569011,0.000483085,0.00007889431,0.00002827169,0.2766994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5990241,"threshold_uncertainty_score":0.4095056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371474965502706,"score_gpt":0.3210673079292796,"score_spread":0.3073525582742526,"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."}}