{"id":"W4403926128","doi":"10.1016/j.jcjd.2024.10.011","title":"Glucagon-like Peptide-1 Receptor Agonist Use in Hospital: A Multicentre Observational Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital; Sinai Health System","funders":"Physicians' Services Incorporated Foundation; Ministry of Colleges and Universities; Ministry of Training, Colleges and Universities","keywords":"Medicine; Observational study; Agonist; Glucagon-like peptide-1; Receptor; Pharmacology; Internal medicine; Endocrinology; Diabetes mellitus; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001367891,0.0007824558,0.001415344,0.0009111532,0.001244374,0.002112132,0.001441786,0.001618679,0.002266666],"category_scores_gemma":[0.005160958,0.001213114,0.00185324,0.003249356,0.0008547988,0.001554257,0.001711956,0.001831273,0.0004381753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210974,"about_ca_system_score_gemma":0.002099816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04743993,"about_ca_topic_score_gemma":0.05804867,"domain_scores_codex":[0.997143,0.0008757234,0.0003702825,0.000724156,0.0003095777,0.0005773464],"domain_scores_gemma":[0.9922953,0.001276419,0.003593911,0.0007020182,0.0006650042,0.001467344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005952823,0.000155281,0.9976756,0.00003408702,0.0004134252,0.0001590709,0.0001653348,0.00002826356,0.0001439143,0.00002164246,0.0002078065,0.0004003597],"study_design_scores_gemma":[0.0001139038,0.0002658835,0.9979633,0.00002606164,0.0002040416,0.0002718396,0.0007912217,0.0001592525,0.00002561869,0.00002434769,0.0001320511,0.00002249668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984937,0.0004083643,0.00007487626,0.0001066927,0.00001734314,0.00001827723,0.0006969511,0.000002862018,0.0001809347],"genre_scores_gemma":[0.9984895,0.0002454437,0.0001041482,0.0001767576,0.00002271999,0.00002415975,0.0008309761,0.000003633281,0.0001025711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04743993,"threshold_uncertainty_score":0.09432763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670404051928615,"score_gpt":0.2648519798187267,"score_spread":0.2281479392994405,"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."}}