{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006664787,0.0001214292,0.0003545235,0.0006716567,0.0003142066,0.001166495,0.0001945059,0.0009246195,0.008326851],"category_scores_gemma":[0.003475623,0.0001161235,0.0003890134,0.001656222,0.0002473996,0.0004618221,0.0003869224,0.001456256,0.0007697362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008356825,"about_ca_system_score_gemma":0.001602092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073895,"about_ca_topic_score_gemma":0.01158352,"domain_scores_codex":[0.9995921,0.0001851008,0.00003445206,0.00001827792,0.0001168899,0.00005321181],"domain_scores_gemma":[0.9985768,0.0006129253,0.0004215858,0.00002445321,0.0001016661,0.0002625315],"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":[0.003461703,0.0009026146,0.1330392,0.003858975,0.0009841325,0.001405953,0.0001735219,0.0009435345,0.0003941554,0.012981,0.2410602,0.600795],"study_design_scores_gemma":[0.0009663622,0.001141069,0.4664048,0.00476761,0.0008943084,0.003918988,0.0009588085,0.0005192017,0.0001855175,0.01607797,0.5041049,0.00006040472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02289258,0.8635831,0.00005948799,0.06525575,0.004294095,0.00001386391,0.0006243151,0.00001272721,0.04326404],"genre_scores_gemma":[0.2335626,0.7304071,0.0002383679,0.01388843,0.01171323,0.00003612309,0.0006578705,0.000007270069,0.009489064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008326851,"threshold_uncertainty_score":0.02785611,"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."}}