{"id":"W4385174207","doi":"10.1016/j.ijcha.2023.101247","title":"Bilateral internal mammary arteries for coronary artery bypass grafting: One size does not fit all","year":2023,"lang":"en","type":"editorial","venue":"IJC Heart & Vasculature","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mammary artery; Bypass grafting; Medicine; Artery; Cardiology; Internal medicine; Grafting","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008898081,0.0009819609,0.002139106,0.0002865154,0.000174313,0.0002167715,0.0003812384,0.002381113,0.0001558753],"category_scores_gemma":[0.0008832001,0.0007685187,0.002347984,0.0002206116,0.0001737612,0.0003262894,0.0003403141,0.002271171,0.00005819035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455141,"about_ca_system_score_gemma":0.0005148157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009383585,"about_ca_topic_score_gemma":0.00003912719,"domain_scores_codex":[0.9950618,0.000176186,0.0009328738,0.001318357,0.00144622,0.001064556],"domain_scores_gemma":[0.9950501,0.002423092,0.00024618,0.001352204,0.0005097771,0.0004186898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00160562,0.0001693832,0.0005069379,0.0007369038,0.001914713,0.0008224851,0.0001848971,5.25113e-7,0.00271814,0.00001354944,0.9873339,0.003992938],"study_design_scores_gemma":[0.00149384,0.0005873593,0.01785264,0.001109269,0.0008386769,0.0002447317,0.00002710917,0.00001345112,0.0006428314,0.000398534,0.9759418,0.0008497686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01513448,0.001227068,0.0001502244,0.007982106,0.9688215,0.002273331,0.002020896,0.002093927,0.000296423],"genre_scores_gemma":[0.02636651,0.001607152,0.003713293,0.003209607,0.9331268,0.001028616,0.005066762,0.0005831785,0.02529807],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03569473,"threshold_uncertainty_score":0.9994766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798611184780376,"score_gpt":0.2840605018706782,"score_spread":0.2660743900228744,"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."}}