{"id":"W2078001695","doi":"10.1093/icvts/ivt372.187","title":"187 * QUICKER AND SAFER: SKELETONIZATION OF INTERNAL MAMMARY ARTERIES WITH HARMONIC TECHNOLOGY IN 910 PATIENTS WITH 1533 MAMMARY ARTERIES","year":2013,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Skeletonization; Perioperative; Mammary artery; Harmonic scalpel; Surgery; Artery; Coronary arteries; Myocardial infarction; Cardiology; Diabetes mellitus; Internal medicine; Anatomy","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":[0.0003174305,0.0003018076,0.001003133,0.000636612,0.00004572162,0.00005375064,0.00006631061,0.0001462084,0.00002182154],"category_scores_gemma":[0.0000704653,0.0002305831,0.0002761086,0.0003954287,0.0003107168,0.0008727658,0.0001200545,0.0002908878,0.000002383453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006224291,"about_ca_system_score_gemma":0.00009624457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001544179,"about_ca_topic_score_gemma":0.000007102602,"domain_scores_codex":[0.9983653,0.0001703807,0.0003912473,0.0004676039,0.0003243216,0.0002811367],"domain_scores_gemma":[0.9986615,0.0001883311,0.000148858,0.0004898513,0.0004140195,0.00009749858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008034946,0.0001022409,0.6551265,0.0001510264,0.00106754,0.0001852444,0.0001956607,5.805514e-7,0.0002116706,0.00003548978,0.00006631006,0.3420542],"study_design_scores_gemma":[0.0005510817,0.0003373185,0.9872886,0.0009557464,0.0002386899,0.0006793126,0.0004751386,0.00002127916,0.006690772,0.0002917958,0.002140302,0.0003299996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874901,0.003630836,0.007381943,0.0003166964,0.0001067925,0.0005534888,0.000009708125,0.0001003752,0.0004100669],"genre_scores_gemma":[0.9980386,0.0008228053,0.0007087377,0.0001173935,0.00002894533,0.0001607381,0.00004772836,0.00003711692,0.00003790118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3417242,"threshold_uncertainty_score":0.9402908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005971133585611833,"score_gpt":0.2217156011080134,"score_spread":0.2157444675224015,"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."}}