{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01031991,0.001272812,0.001218265,0.0004407911,0.0003045032,0.001455818,0.0009869819,0.001151019,0.002199637],"category_scores_gemma":[0.01000159,0.0004884902,0.001152946,0.0003613704,0.0008314098,0.001023676,0.0009617245,0.001465366,0.0004583042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087361,"about_ca_system_score_gemma":0.00172053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004170875,"about_ca_topic_score_gemma":0.0004213907,"domain_scores_codex":[0.9975575,0.001410758,0.00008036004,0.000251864,0.0005605489,0.0001388161],"domain_scores_gemma":[0.9926813,0.003158011,0.001478871,0.0006565563,0.001023476,0.001001701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2659661,0.04857795,0.5355818,0.001644054,0.006410905,0.0005774912,0.0005672837,0.003253592,0.01650025,0.0007433664,0.005521177,0.1146562],"study_design_scores_gemma":[0.09522562,0.2795192,0.5916192,0.0001804478,0.006054041,0.001683262,0.0002854692,0.01397487,0.005048355,0.00100144,0.00520337,0.0002046427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920661,0.001478336,0.003103414,0.0004553906,0.0001773802,0.001135756,0.0006542748,0.00004958653,0.0008797573],"genre_scores_gemma":[0.9919045,0.0007440971,0.004346222,0.0002910149,0.0004456256,0.0009228176,0.0009811231,0.00001464356,0.0003499312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031991,"threshold_uncertainty_score":0.05457759,"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."}}