{"id":"W3000584579","doi":"10.1002/ccd.28724","title":"The CatLet score and outcome prediction in acute myocardial infarction for patients undergoing primary percutaneous intervention: A proof‐of‐concept study","year":2020,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Internal medicine; Myocardial infarction; Cardiology; Hazard ratio; Clinical endpoint; Coronary artery disease; Randomized controlled trial; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990005,0.0001516763,0.0003711046,0.0001050371,0.0001806415,0.00005974738,0.0000660505,0.0000664661,0.0000146847],"category_scores_gemma":[0.0003245814,0.0001283173,0.0009026763,0.0001892176,0.00009620085,0.0001348956,0.00009740484,0.0001218342,7.039022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005582814,"about_ca_system_score_gemma":0.0000263031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001424223,"about_ca_topic_score_gemma":0.00002055686,"domain_scores_codex":[0.9985083,0.0001385603,0.0006755933,0.0003159123,0.0002192399,0.0001423977],"domain_scores_gemma":[0.9992591,0.00008908599,0.0001212386,0.000236601,0.0002033,0.00009069256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007215146,0.00230349,0.8543659,0.001636571,0.004543862,0.00002938666,0.00385479,0.0003956444,0.000127952,0.0003360964,0.0002360405,0.1314487],"study_design_scores_gemma":[0.01116182,0.01034647,0.9639956,0.001096774,0.004043606,0.0002141076,0.003935333,0.002488497,0.000079758,0.000146504,0.002141527,0.0003499587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585154,0.001849691,0.03636516,0.0003308119,0.0003191486,0.002370284,0.0001484315,0.00003844061,0.00006263768],"genre_scores_gemma":[0.9989685,0.000169894,0.0001245772,0.00006473982,0.00007066374,0.0002135547,0.0002812249,0.00002222055,0.00008462841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310988,"threshold_uncertainty_score":0.5232626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868903190909625,"score_gpt":0.2758133429903064,"score_spread":0.2471243110812101,"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."}}