{"id":"W1976226088","doi":"10.1016/s1520-765x(03)90040-x","title":"Coronary revascularization: knife or catheter?","year":2003,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Revascularization; Percutaneous; Catheter; Myocardial revascularization; Diabetes mellitus; Intensive care medicine; Cardiology; Surgery; Internal medicine; Coronary artery disease; Myocardial infarction","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006275223,0.0001405246,0.0001863951,0.00009907411,0.0002414402,0.00006330903,0.00008457383,0.00002123037,0.01979491],"category_scores_gemma":[0.0003080628,0.0001074063,0.0002306315,0.0001375202,0.00002757972,0.0001123255,0.00004235118,0.0002518071,0.00078241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007258217,"about_ca_system_score_gemma":0.00009450767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002629612,"about_ca_topic_score_gemma":0.000002727461,"domain_scores_codex":[0.9984202,0.0003317304,0.0004717253,0.0001703852,0.0003316457,0.0002742743],"domain_scores_gemma":[0.9991742,0.00004886718,0.00008760929,0.0002607321,0.0001409255,0.0002876331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003434344,0.00211907,0.655807,0.00009946059,0.0004205235,0.006295777,0.0003516185,0.00002251926,0.0006931486,0.0004975454,0.325207,0.008142942],"study_design_scores_gemma":[0.002475629,0.001354969,0.1636526,0.0001978645,0.0001165566,0.01047814,0.0001196663,0.000008033704,0.0001969546,0.00004757412,0.8212178,0.0001341716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244736,0.002347235,0.008224607,0.004448925,0.0025786,0.001289125,0.0001013116,0.0001595446,0.05637702],"genre_scores_gemma":[0.9807466,0.0003465916,0.005760654,0.001668854,0.0003555227,0.000003614829,0.00006980104,0.00005340618,0.01099496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960108,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249639105841528,"score_gpt":0.3389952252149033,"score_spread":0.276498834156488,"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."}}