{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397703,0.000247947,0.0003018588,0.0004156404,0.0001595561,0.0004252714,0.0001036309,0.0003309172,0.0005736437],"category_scores_gemma":[0.0007169791,0.00009383247,0.000138451,0.0004568904,0.0001289263,0.0001740337,0.0002839356,0.000356378,0.0001166347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125004,"about_ca_system_score_gemma":0.0001365416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978557,"about_ca_topic_score_gemma":0.0008092726,"domain_scores_codex":[0.9999017,0.00002463443,0.00001171192,0.00002480904,0.00001633833,0.00002092011],"domain_scores_gemma":[0.9996545,0.00005850985,0.0001547603,0.00002085829,0.00004020537,0.00007116627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001014986,0.00006123423,0.982133,0.00002679688,0.00009383542,0.0002334616,0.00005564381,0.0001405111,0.008578467,0.00003876548,0.0001004624,0.007522949],"study_design_scores_gemma":[0.000007107298,0.0001365736,0.9981039,0.000004710885,0.00004923713,0.0003181953,0.00005140512,0.0004384372,0.0006861286,0.00006459026,0.0001356018,0.000004145357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988936,0.0005072591,0.0001834811,0.00004813649,0.000004182288,0.000005283017,0.0001249092,0.000004230297,0.0002290451],"genre_scores_gemma":[0.9994488,0.0001453298,0.0001635324,0.00001871861,0.000009472941,0.000003202328,0.0001407959,0.000001068495,0.00006895659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005978557,"threshold_uncertainty_score":0.001918972,"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."}}