{"id":"W4313494322","doi":"10.3390/metabo13010079","title":"Lipidomic Predictors of Coronary No-Reflow","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Research Manitoba","keywords":"Cardiology; Internal medicine; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002075017,0.00009788231,0.0003337531,0.0001521649,0.00002335421,0.000006161558,0.00005218875,0.00004290204,0.00010582],"category_scores_gemma":[0.001021059,0.0000819845,0.0001575916,0.0003241879,0.00007849003,0.00003633492,0.00004499165,0.00008913442,0.0007344919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009821074,"about_ca_system_score_gemma":0.00006206938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002131109,"about_ca_topic_score_gemma":2.860448e-7,"domain_scores_codex":[0.9992082,0.00002743936,0.0001998237,0.0001466352,0.0002175272,0.0002003975],"domain_scores_gemma":[0.9991788,0.0002875329,0.00004238329,0.0002740811,0.000120652,0.00009651617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007311301,0.00006953937,0.9112079,0.0001108733,0.0001341981,0.00002810401,0.0001498428,0.00001552658,0.0224567,0.0002368977,0.06267092,0.002846421],"study_design_scores_gemma":[0.0009179817,0.0000585767,0.874343,0.00005546842,0.0002487497,0.00001562536,0.00004693563,0.0001491014,0.0137156,0.00007989145,0.1102904,0.00007865424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862843,0.0031277,0.00001457504,0.0003438029,0.001732286,0.0001625815,0.00007582321,0.0002372484,0.008021657],"genre_scores_gemma":[0.9941234,0.0003989827,0.0005239268,0.0002349196,0.0008869693,0.00001420795,0.000108834,0.00002514225,0.00368359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04761945,"threshold_uncertainty_score":0.9440652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247028434826212,"score_gpt":0.2680627480757313,"score_spread":0.2555924637274692,"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."}}