{"id":"W4407284953","doi":"10.1093/jcag/gwae059.085","title":"A85 PATTERN OF SEMAGLUTIDE PRESCRIPTION IN A REAL-WORLD PATIENT COHORT","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Semaglutide; Medical prescription; Cohort; Medicine; Internal medicine; Pharmacology; Endocrinology; Diabetes mellitus; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009216273,0.0002462965,0.0003883803,0.001091939,0.001066495,0.0009683961,0.0006804042,0.0004595477,0.001728169],"category_scores_gemma":[0.003253291,0.0002237195,0.0004568833,0.002735723,0.000648487,0.0004847067,0.0004819519,0.0004722373,0.0001736969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720259,"about_ca_system_score_gemma":0.004451686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4229277,"about_ca_topic_score_gemma":0.4882347,"domain_scores_codex":[0.9981026,0.0002973547,0.0002070838,0.0005210416,0.0004859754,0.0003860983],"domain_scores_gemma":[0.9951467,0.0004999017,0.002782914,0.0002257769,0.0006678174,0.0006768816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003307102,0.000007163153,0.999292,0.000007228167,0.00002429947,0.00003385598,0.00007021334,0.00001336567,0.00004092213,0.00001072259,0.0001016014,0.0003655397],"study_design_scores_gemma":[0.000004175644,0.00003193906,0.9991632,0.000008475537,0.00001245521,0.0001553644,0.0003104073,0.000124199,0.0000208931,0.00001023735,0.0001547113,0.000003961456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972304,0.0003281391,0.00009088539,0.0001871132,0.000005183975,0.00002053836,0.001589553,0.000005310246,0.0005428604],"genre_scores_gemma":[0.9990644,0.0001002917,0.0000785494,0.00007033606,0.000005338655,0.00001015363,0.0006015675,0.000002047981,0.00006729049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4229277,"threshold_uncertainty_score":0.8409319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006328053305296447,"score_gpt":0.230043444458378,"score_spread":0.2237153911530816,"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."}}