{"id":"W2804829629","doi":"10.1161/circresaha.118.313054","title":"Glycomics and Cardiovascular Disease","year":2018,"lang":"en","type":"letter","venue":"Circulation Research","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"Medical Research Council","keywords":"Disease; Medicine; Glycomics; Intensive care medicine; Biology; Internal medicine; Genetics; Proteomics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008550765,0.0001808397,0.0003226219,0.0002822988,0.0003738747,0.00004934048,0.0002456671,0.001033233,0.0009026803],"category_scores_gemma":[0.0001705659,0.0001694927,0.0001828945,0.0001879592,0.0008026457,0.00003809,0.0001732694,0.001844154,0.0008161966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007060045,"about_ca_system_score_gemma":0.0001921091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00023084,"about_ca_topic_score_gemma":0.000007018382,"domain_scores_codex":[0.9976009,0.0008367078,0.0001945039,0.000659576,0.0001363818,0.0005719411],"domain_scores_gemma":[0.9986475,0.0001883995,0.0000411334,0.0007483183,0.0003406777,0.00003403294],"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":[0.00003695301,0.00001076101,0.00341467,0.00009172544,0.0005979249,0.00005285723,0.00004581952,0.000007478473,0.0005161532,0.00004818206,0.9912031,0.003974318],"study_design_scores_gemma":[0.0004123016,0.00004785801,0.01308197,0.00002816395,0.00007383914,0.00004128194,0.00001354988,0.00001410587,0.00004783301,0.0008086412,0.9852465,0.0001840066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2511964,0.1398019,0.0004533656,0.5857543,0.005872622,0.002956807,0.0004842087,0.0003411879,0.01313924],"genre_scores_gemma":[0.8372688,0.002182367,0.00002728727,0.1309796,0.007232727,0.0003401253,0.004048389,0.000162953,0.01775781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5860724,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386368884981256,"score_gpt":0.3261691117065775,"score_spread":0.2423054228567649,"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."}}