{"id":"W4391999391","doi":"10.1016/j.ijcard.2024.131898","title":"The clinical chemistry score (CCS) achieves the highest efficacy when assessed with the 99% sensitivity benchmark for myocardial infarction","year":2024,"lang":"en","type":"letter","venue":"International Journal of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Myocardial infarction; Internal medicine; Cardiology; Sensitivity (control systems); Benchmark (surveying)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002963786,0.0004435733,0.001524646,0.0008643566,0.0008500803,0.002362955,0.0005885033,0.004710147,0.003856133],"category_scores_gemma":[0.02689442,0.0002156743,0.0006003152,0.0005171825,0.0007471563,0.001060631,0.0005272507,0.005250711,0.005601292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122817,"about_ca_system_score_gemma":0.001095659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397368,"about_ca_topic_score_gemma":0.002575938,"domain_scores_codex":[0.9972242,0.00110286,0.000321871,0.0002482326,0.0008449894,0.0002578258],"domain_scores_gemma":[0.9887777,0.006853923,0.0003777496,0.0004744833,0.00229727,0.001218805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002709848,0.0006705582,0.09185138,0.0003045623,0.0002134567,0.005231363,0.0002238662,0.001227847,0.003151145,0.005325492,0.6129301,0.2761605],"study_design_scores_gemma":[0.001159163,0.005873672,0.2306052,0.002401388,0.0007914747,0.03962076,0.001215603,0.01704048,0.01505077,0.0600441,0.6257992,0.0003980555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04271832,0.0117372,0.003173939,0.8493335,0.01187076,0.00008210827,0.000650964,0.0004762782,0.0799569],"genre_scores_gemma":[0.4703711,0.006588318,0.006049586,0.4560247,0.04197161,0.0001054421,0.0007838739,0.0002065377,0.01789885],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004710147,"threshold_uncertainty_score":0.01567417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847374725712147,"score_gpt":0.3382319473751647,"score_spread":0.3097582001180432,"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."}}