{"id":"W2034213470","doi":"10.1046/j.1540-8191.2002.01008.x","title":"Effect of Off‐Pump Coronary Artery Bypass Grafting on Risk‐Adjusted and Cumulative Sum Failure Outcomes After Coronary Artery Surgery","year":2002,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; CUSUM; Off-pump coronary artery bypass; Artery; Cardiology; Surgery; Bypass grafting; Stroke (engine); Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004642725,0.0007275332,0.003819697,0.001173265,0.0001284185,0.00004432093,0.0001109861,0.0003942366,0.000219769],"category_scores_gemma":[0.001076497,0.0005680256,0.003453992,0.0004680234,0.0002991646,0.0005904369,0.00009603263,0.001032273,0.00001703482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780968,"about_ca_system_score_gemma":0.0001488825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001398036,"about_ca_topic_score_gemma":0.000001714821,"domain_scores_codex":[0.9937555,0.00176837,0.001980127,0.0005047916,0.001291826,0.0006993439],"domain_scores_gemma":[0.9839664,0.01298643,0.0014821,0.0006413469,0.0004406156,0.0004830738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003217574,0.0002151322,0.8238993,0.0002007188,0.002094282,0.002490198,0.000169683,0.000004659395,0.0003107827,0.000001365882,0.02305376,0.1443425],"study_design_scores_gemma":[0.0007517617,0.000833897,0.9846528,0.001104148,0.001457834,0.003228693,0.0001525193,0.00003953567,0.002326828,0.00001716283,0.004914139,0.0005207239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876833,0.008678483,0.00001311355,0.0005950231,0.001774683,0.0005281137,0.0001359718,0.0001037373,0.0004875524],"genre_scores_gemma":[0.9937193,0.004843859,0.00005861284,0.0003987096,0.0005902806,0.00004310835,0.00003108233,0.0001107076,0.0002043745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607534,"threshold_uncertainty_score":0.9996771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531410264365596,"score_gpt":0.2536138963418156,"score_spread":0.2382997936981596,"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."}}