{"id":"W4231438696","doi":"10.1016/j.athoracsur.2007.01.010","title":"Invited commentary","year":2007,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Thromboelastography; Perioperative; Scopus; Ventricle; Coagulation; Cardiopulmonary bypass; Heart disease; Pediatrics; Internal medicine; Cardiology; Surgery; MEDLINE","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":[0.007251328,0.00120707,0.002303867,0.001340078,0.006669361,0.007925342,0.003168257,0.07582075,0.01781648],"category_scores_gemma":[0.04929301,0.001007791,0.002011917,0.001078564,0.003369696,0.003611427,0.003223114,0.05256577,0.01444389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008424681,"about_ca_system_score_gemma":0.0114849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214949,"about_ca_topic_score_gemma":0.02335591,"domain_scores_codex":[0.991967,0.002315147,0.0006568476,0.001007794,0.002625664,0.001427481],"domain_scores_gemma":[0.9855338,0.006818894,0.0008850267,0.0004200885,0.003642228,0.002699986],"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":[0.00001602502,0.000006397088,0.00009274962,0.00003024058,0.000006303336,0.0002497786,0.00005040392,0.00001140572,0.00001654513,0.0007436405,0.9972112,0.001565402],"study_design_scores_gemma":[0.00006850535,0.00002233429,0.0004812421,0.000315496,0.00003297903,0.0004609278,0.0002932714,0.00009100168,0.00007132709,0.002737746,0.9953879,0.00003729352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001357876,0.001201263,0.00004132195,0.9272993,0.06368057,0.00001995877,0.00005275892,0.00002105481,0.007548008],"genre_scores_gemma":[0.001009082,0.0005433531,0.00005244592,0.9541214,0.03122656,0.00004052923,0.00002316932,0.00001797016,0.01296567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07582075,"threshold_uncertainty_score":0.06112564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1982192094399816,"score_gpt":0.4163565969974583,"score_spread":0.2181373875574767,"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."}}