{"id":"W2152418575","doi":"10.1093/ejcts/ezu024","title":"Quicker yet safe: skeletonization of 1640 internal mammary arteries with harmonic technology in 965 patients","year":2014,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Ethicon Endo-Surgery","keywords":"Skeletonization; Mammary artery; Medicine; Cardiology; Internal medicine; Anatomy; Artery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004190375,0.0001562452,0.0002037529,0.0003437364,0.0001901934,0.0002914276,0.0001793506,0.0002059027,0.001401418],"category_scores_gemma":[0.000870275,0.0001400221,0.0002643633,0.0003244334,0.0002192164,0.0003235049,0.0003011014,0.0002914895,0.0002656256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099323,"about_ca_system_score_gemma":0.0001764057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000269602,"about_ca_topic_score_gemma":0.0005605961,"domain_scores_codex":[0.9998547,0.0000223527,0.00001977516,0.00003656379,0.00003993615,0.00002662646],"domain_scores_gemma":[0.9995937,0.00008571308,0.0002055387,0.00002535463,0.00001492395,0.00007480136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007364493,0.0001285955,0.9731219,0.00005348238,0.0000577842,0.001418728,0.0001222883,0.0001190552,0.003249444,0.0000448451,0.0003109541,0.02063635],"study_design_scores_gemma":[0.00008980852,0.002550359,0.9841204,0.00002616106,0.000060415,0.009875453,0.0002837091,0.0004365754,0.001643413,0.00004980558,0.0008509873,0.00001295344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990757,0.0003719512,0.0002001556,0.0000229516,0.00000600541,0.000009105776,0.0000472774,0.000003992256,0.0002628927],"genre_scores_gemma":[0.9992303,0.0002323556,0.0002855503,0.00003266975,0.00001753569,0.00000926026,0.0001031722,0.000001486368,0.00008777892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001401418,"threshold_uncertainty_score":0.004688203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008748362163282546,"score_gpt":0.2339377996812881,"score_spread":0.2251894375180056,"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."}}