{"id":"W4408343080","doi":"10.1093/ejcts/ezaf065","title":"MiECC should not be restricted to selected patients and experienced teams. A MiECTiS rebuttal to 2024 EACTS/EACTAIC/EBCP guidelines on patient blood management","year":2025,"lang":"en","type":"letter","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Western University","funders":"","keywords":"Rebuttal; Medicine; Blood management; Internal medicine; Political science; Blood transfusion; Law","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":[0.001984529,0.0005174773,0.0006830175,0.0005346579,0.003377273,0.003022622,0.001216701,0.03784795,0.02029655],"category_scores_gemma":[0.02217688,0.0004345294,0.001066689,0.0004445579,0.00212994,0.003968849,0.001802657,0.03268311,0.01210602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679236,"about_ca_system_score_gemma":0.005075501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005531305,"about_ca_topic_score_gemma":0.01686611,"domain_scores_codex":[0.9975749,0.0005547382,0.0003420415,0.0003109447,0.0006929079,0.0005244841],"domain_scores_gemma":[0.9902329,0.003388583,0.0005077706,0.000336199,0.001916979,0.003617502],"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":[0.00002926464,0.00003366307,0.0007301426,0.00003150024,0.000005290494,0.002341179,0.00006268299,0.00003684033,0.0001489378,0.001748524,0.9868674,0.007964557],"study_design_scores_gemma":[0.00006074479,0.00005410137,0.002103073,0.00044883,0.000008729902,0.005910467,0.0003292355,0.0002699108,0.0001426696,0.008121783,0.9825078,0.00004271986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004562382,0.0006133843,0.0001112045,0.9810548,0.01132021,0.00001299422,0.00004186911,0.00003600788,0.006353349],"genre_scores_gemma":[0.004042524,0.0007728573,0.0004376704,0.9560309,0.02580638,0.00004015874,0.00006119646,0.00002685729,0.01278141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03784795,"threshold_uncertainty_score":0.06789869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513026469190274,"score_gpt":0.309707367627003,"score_spread":0.2645771029351003,"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."}}