{"id":"W4403873272","doi":"10.1007/s10557-024-07630-9","title":"International Accolades for GLP-1 Research: Recognizing Pioneers in Diabetes and Obesity Treatment Across Five Prestigious Awards","year":2024,"lang":"en","type":"editorial","venue":"Cardiovascular Drugs and Therapy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; University of Toronto","funders":"","keywords":"Medicine; Obesity; Diabetes mellitus; Gerontology; Family medicine; Internal medicine; Endocrinology","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":[0.02231788,0.006263782,0.007269096,0.006468069,0.007877005,0.01994937,0.006958258,0.06068158,0.02053617],"category_scores_gemma":[0.06866578,0.002855726,0.005991605,0.003011082,0.005873755,0.01257633,0.007661494,0.06606409,0.01615121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009049601,"about_ca_system_score_gemma":0.01308692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0037802,"about_ca_topic_score_gemma":0.01665567,"domain_scores_codex":[0.9814477,0.003672035,0.001923423,0.001934539,0.009137955,0.001884319],"domain_scores_gemma":[0.9345075,0.0236308,0.005375701,0.001703227,0.01791218,0.0168705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001775434,0.000008030695,0.00001552187,0.0001045672,0.00001542041,0.00004097359,0.00001057188,0.000007901644,0.00001597609,0.0002012986,0.9970862,0.002475637],"study_design_scores_gemma":[0.0001982101,0.00004151454,0.0002608005,0.001010228,0.0001301103,0.0001898917,0.0000891606,0.0001262091,0.00004840417,0.001800641,0.9960579,0.00004694318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001245144,0.005582672,0.0000656273,0.07817249,0.9154757,0.00001290296,0.00002305225,0.00003372455,0.0006213602],"genre_scores_gemma":[0.000164931,0.00295482,0.00007882762,0.06082333,0.9324518,0.00002579771,0.00001865611,0.00003005988,0.00345175],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06068158,"threshold_uncertainty_score":0.1180296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723913398797392,"score_gpt":0.3421870963989569,"score_spread":0.304947962410983,"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."}}