{"id":"W4383196983","doi":"10.1016/j.cjca.2023.07.004","title":"Periprocedural Myocardial Injury: We Can Predict It, But Can We Prevent It?","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Myocardial infarction; Vulnerable plaque; Acute coronary syndrome","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002586679,0.0008267865,0.002171958,0.001137161,0.003621234,0.003002453,0.001690984,0.03424507,0.006526703],"category_scores_gemma":[0.03156732,0.000588854,0.001164842,0.0008896447,0.002947693,0.004722099,0.001049892,0.03409984,0.004353215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005082877,"about_ca_system_score_gemma":0.007504879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059506,"about_ca_topic_score_gemma":0.0350824,"domain_scores_codex":[0.9970973,0.0007530113,0.0005749373,0.0003339183,0.0008407188,0.0004001158],"domain_scores_gemma":[0.9860473,0.005731322,0.0008487147,0.0003287987,0.003231726,0.003812173],"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":[0.0002054127,0.0001766388,0.01771341,0.0002122032,0.00008205211,0.01676521,0.0003342007,0.0001937838,0.000405104,0.003874018,0.9228114,0.03722643],"study_design_scores_gemma":[0.001042439,0.000549,0.0406079,0.006283982,0.0004162027,0.09636003,0.004831415,0.004499512,0.0006295422,0.09679159,0.7473828,0.0006055722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008286471,0.00213678,0.00008870868,0.9891331,0.005796185,0.000007674486,0.00002898706,0.00001348454,0.001966462],"genre_scores_gemma":[0.01966707,0.007547968,0.0009072279,0.8298784,0.1383413,0.00004729451,0.0000811923,0.00002685027,0.003502818],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03424507,"threshold_uncertainty_score":0.04095042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559076533966964,"score_gpt":0.2728555526601441,"score_spread":0.2472647873204745,"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."}}