{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009717356,0.001229481,0.005404326,0.0008718401,0.0001630998,0.0000966295,0.0004355345,0.001812847,0.0001681984],"category_scores_gemma":[0.0007403956,0.001101645,0.006966501,0.0005958028,0.0003442949,0.0001136723,0.0006632576,0.001918127,0.0007601113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335733,"about_ca_system_score_gemma":0.000477258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003730298,"about_ca_topic_score_gemma":0.000009894304,"domain_scores_codex":[0.9932286,0.0003667975,0.0009451904,0.002293314,0.001588308,0.001577792],"domain_scores_gemma":[0.9942604,0.0002207472,0.000251743,0.004434585,0.0001887541,0.0006437208],"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":[0.00002796615,0.00003354411,0.008789579,0.0009183311,0.08410009,0.04081804,0.000028089,0.00001148369,0.000002126875,0.00001855565,0.8384173,0.02683488],"study_design_scores_gemma":[0.005078193,0.0002024789,0.00362173,0.0002122962,0.02789426,0.0007473368,0.00002166972,0.000007658562,0.00002528804,0.000241798,0.9610502,0.0008970558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009982833,0.214556,0.0009143802,0.7346779,0.01408163,0.007405,0.0002841231,0.00251746,0.01558077],"genre_scores_gemma":[0.002666157,0.02286859,0.001411879,0.7176645,0.01961652,0.002044789,0.01955826,0.001834831,0.2123344],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1967536,"threshold_uncertainty_score":0.999483,"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."}}