{"id":"W2049373326","doi":"10.1016/j.ahj.2008.07.020","title":"Off-pump coronary artery bypass graft surgery in California, 2003 to 2005","year":2008,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiogenic shock; Propensity score matching; Internal medicine; Cardiology; Myocardial infarction; Angina; Heart failure; Coronary artery disease; Off-pump coronary artery bypass; Canadian Cardiovascular Society; Diabetes mellitus; Coronary artery bypass surgery; Artery; Cardiopulmonary bypass; Surgery; Unstable angina; Logistic regression; Bypass grafting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002776416,0.0002655461,0.000291252,0.00100852,0.0007607899,0.0009786381,0.0007566275,0.0005977782,0.001856303],"category_scores_gemma":[0.001288856,0.0002420458,0.0003041562,0.001742973,0.0002027989,0.0005496618,0.0005460945,0.001139293,0.0002100821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476678,"about_ca_system_score_gemma":0.004014173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4478477,"about_ca_topic_score_gemma":0.7284955,"domain_scores_codex":[0.9996628,0.00001703175,0.0000433042,0.00007756048,0.00009893729,0.0001005343],"domain_scores_gemma":[0.9981886,0.000088152,0.00077594,0.00003884898,0.0004552389,0.0004531518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003618241,0.0002068478,0.9787401,0.00009130815,0.00009513034,0.0003044377,0.0002287645,0.0001841628,0.0001780336,0.00007666745,0.0129563,0.006576516],"study_design_scores_gemma":[0.00001808152,0.00002495287,0.996503,0.00002945954,0.00003517708,0.0001871155,0.0003545288,0.00008300405,0.00004550946,0.000008857861,0.002706566,0.000003911092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667403,0.002253153,0.0001822062,0.0008029988,0.000204204,0.00006064718,0.02037546,0.0000579901,0.00932321],"genre_scores_gemma":[0.9723101,0.00204397,0.0002747808,0.0008464086,0.000116899,0.00006324708,0.01856273,0.00001696089,0.005764818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478477,"threshold_uncertainty_score":0.8904818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158692321951905,"score_gpt":0.2768419757959861,"score_spread":0.255255052576467,"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."}}