{"id":"W4406539061","doi":"10.1016/j.yvas.2016.06.071","title":"10.1016/j.yvas.2016.06.071","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Blood conservation; Aortic surgery; Surgery; Cardiology; Blood loss; Aorta","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005290572,0.0006761356,0.0003883787,0.001165141,0.0007787662,0.002193736,0.0007058104,0.002395312,0.8697206],"category_scores_gemma":[0.00186128,0.0003002268,0.0004454941,0.0005663076,0.0005186257,0.0019819,0.001048382,0.001340951,0.7690045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008282717,"about_ca_system_score_gemma":0.001411967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840159,"about_ca_topic_score_gemma":0.003085988,"domain_scores_codex":[0.9997378,0.00002655131,0.00002895916,0.00005496405,0.00006403607,0.00008769469],"domain_scores_gemma":[0.9988576,0.0001611385,0.0001497335,0.00003860286,0.0002189492,0.0005739662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002972801,0.0002915766,0.01056589,0.0003895992,0.00003851041,0.0004739964,0.0001128151,0.0002102945,0.0003893942,0.00298868,0.3704719,0.6137701],"study_design_scores_gemma":[0.0001000876,0.0001876876,0.01235035,0.001394338,0.00005410524,0.00464998,0.0004866899,0.000320187,0.0004660404,0.005385387,0.9745671,0.00003798673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01105065,0.01486694,0.002191529,0.02014546,0.004419601,0.0001142266,0.004494998,0.001537114,0.9411795],"genre_scores_gemma":[0.03182908,0.006730741,0.001980877,0.003253202,0.001893038,0.0001060614,0.002478249,0.0003407092,0.9513881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1302794,"threshold_uncertainty_score":0.1858277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005833064574108112,"score_gpt":0.1920025486348544,"score_spread":0.1861694840607463,"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."}}