{"id":"W4388898511","doi":"10.1093/eurheartj/ehad655.2191","title":"Usefulness of canada acute coronary syndrome risk score for predicting no-/slow-reflow in ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Percutaneous coronary intervention; No reflow phenomenon; Myocardial infarction; Conventional PCI; Killip class; Thrombolysis; Acute coronary syndrome; Confidence interval; TIMI; Clinical endpoint; Framingham Risk Score; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004888817,0.0003448489,0.0002830988,0.000827598,0.0003376928,0.0004707106,0.0003031722,0.0002929198,0.001174213],"category_scores_gemma":[0.003034986,0.00009917372,0.0002881547,0.0006962672,0.0001821513,0.0001643364,0.0003250551,0.000353909,0.0001531013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007893728,"about_ca_system_score_gemma":0.001684765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1014533,"about_ca_topic_score_gemma":0.1370203,"domain_scores_codex":[0.9996347,0.00007176269,0.00003936736,0.00005303119,0.0001339864,0.00006713693],"domain_scores_gemma":[0.9984894,0.0002802988,0.0003753188,0.00004044492,0.0004085677,0.0004059906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102463,0.00001447578,0.998427,0.000005931851,0.00002251764,0.00001919317,0.000007048045,0.00006090748,0.00004782352,0.00001201895,0.0001326632,0.001147854],"study_design_scores_gemma":[0.00002098143,0.00008056348,0.9976139,0.0000104235,0.00004056634,0.0001060507,0.00004660469,0.001807714,0.00005734362,0.00002977139,0.0001814256,0.000004555322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972275,0.0004149973,0.0001234703,0.0001180953,0.00001530873,0.00002814161,0.0007211738,0.000006310441,0.00134503],"genre_scores_gemma":[0.999186,0.00008542798,0.0001562166,0.00001841209,0.00001144494,0.000006560145,0.00043209,7.160273e-7,0.0001031352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8985467,"threshold_uncertainty_score":0.2017256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03951770448068107,"score_gpt":0.2965106215576345,"score_spread":0.2569929170769534,"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."}}