{"id":"W4327585971","doi":"10.1186/s12933-023-01788-6","title":"CVOT Summit 2022 Report: new cardiovascular, kidney, and glycemic outcomes","year":2023,"lang":"en","type":"letter","venue":"Cardiovascular Diabetology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital","funders":"","keywords":"Medicine; Angiology; Summit; Glycemic; Diabetes mellitus; Internal medicine; Cardiology; Intensive care 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":[0.03110471,0.002064118,0.002754065,0.002130597,0.002060277,0.01045036,0.002317108,0.006556321,0.03636675],"category_scores_gemma":[0.04233191,0.0006659997,0.002401068,0.001925664,0.0006671911,0.003117745,0.005823649,0.01049758,0.01928534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003389307,"about_ca_system_score_gemma":0.009649479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00785107,"about_ca_topic_score_gemma":0.01698182,"domain_scores_codex":[0.9920495,0.00290908,0.0005052317,0.0004911775,0.003189414,0.0008556221],"domain_scores_gemma":[0.9693967,0.007573252,0.002845303,0.001091456,0.01075382,0.008339567],"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":[0.0009310595,0.00005765949,0.0004758256,0.0002950822,0.00009003704,0.00001884786,0.00002264102,0.00006825048,0.00005312961,0.0007715482,0.986253,0.01096295],"study_design_scores_gemma":[0.005193192,0.0009374004,0.01709849,0.00297475,0.0006677838,0.00008928935,0.0002119151,0.0009451351,0.0003691464,0.003952447,0.9673616,0.0001988007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.008908465,0.04141524,0.007401792,0.3252681,0.2287397,0.004724551,0.2246143,0.002434364,0.1564935],"genre_scores_gemma":[0.04551701,0.0210782,0.01152906,0.2150898,0.1376366,0.01844864,0.3756433,0.002584521,0.1724728],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03636675,"threshold_uncertainty_score":0.1644993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952556853153348,"score_gpt":0.2421107822965402,"score_spread":0.2225852137650067,"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."}}