{"id":"W3209625303","doi":"10.1161/circ.104.suppl_1.i-92","title":"Waiting for Cardiac Surgery","year":2001,"lang":"en","type":"article","venue":"Circulation","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Surgery; Incidence (geometry); Aortic valve replacement; Hazard ratio; Cardiology; Internal medicine; Confidence interval; Stenosis","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":[0.0009616961,0.00006010236,0.0001429116,0.00007581103,0.0008955344,0.00001084672,0.00002511563,0.0001240862,0.0001190562],"category_scores_gemma":[0.0005246833,0.00006138214,0.00006590808,0.0001797137,0.000007125529,0.000137769,0.000006489225,0.000106053,0.00006923461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007969737,"about_ca_system_score_gemma":0.000206537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007064176,"about_ca_topic_score_gemma":0.0000160018,"domain_scores_codex":[0.9989739,0.000200331,0.0003512831,0.0001471098,0.00008819826,0.0002391653],"domain_scores_gemma":[0.9987504,0.0006569112,0.0001021407,0.0001333803,0.0002980426,0.00005912883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001505727,0.00001271343,0.9601629,0.00009815368,0.00001019611,3.841086e-7,0.0008486555,0.004913132,0.0003175481,0.006674538,0.002997659,0.0239491],"study_design_scores_gemma":[0.0003381023,0.00001032819,0.4778865,0.0001930194,0.00003009813,0.000001252623,0.001337812,0.4367741,0.00002438217,0.001130875,0.08198571,0.0002877635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754722,0.00009238045,0.1166855,0.002178349,0.001163622,0.0009845871,0.00001359608,0.0001326605,0.003277056],"genre_scores_gemma":[0.9959054,0.00004354122,0.002056217,0.00039283,0.0007254181,0.0002305206,0.0003307329,0.0000183887,0.0002969424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4822764,"threshold_uncertainty_score":0.6887817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558690378810177,"score_gpt":0.4303490752538253,"score_spread":0.2744800373728076,"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."}}