{"id":"W3048504392","doi":"10.1016/j.xjtc.2020.08.003","title":"Commentary: Thrombosis and hemorrhage, yin and yang","year":2020,"lang":"id","type":"letter","venue":"JTCVS Techniques","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; St. Boniface Hospital","funders":"Pfizer Canada; Abbott Nutrition; Edwards Lifesciences","keywords":"Medicine; Thrombosis; Adverse effect; Cardiac surgery; Population; Venous thrombosis; Surgery; Artery; Anemia; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002973155,0.0009914591,0.001620344,0.001044033,0.006687144,0.003824504,0.002847907,0.06668952,0.01028325],"category_scores_gemma":[0.0189797,0.0009822058,0.001177511,0.001037529,0.003231111,0.004364364,0.001350988,0.05087105,0.009117462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006515131,"about_ca_system_score_gemma":0.007155146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388547,"about_ca_topic_score_gemma":0.01659403,"domain_scores_codex":[0.9974838,0.0008079691,0.000239443,0.0003162864,0.0008347193,0.0003176291],"domain_scores_gemma":[0.9923612,0.004535791,0.0003508346,0.0001712986,0.001384682,0.00119619],"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":[0.0000270804,0.00001307566,0.0001358433,0.00003014763,0.000005532919,0.0006812019,0.0001212031,0.00001927767,0.00004115115,0.001085753,0.9958967,0.001943061],"study_design_scores_gemma":[0.0001713461,0.00006749873,0.001067575,0.0007030384,0.0000454655,0.002159909,0.0007854195,0.0003275715,0.0001678616,0.007354665,0.9870869,0.00006273287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002496758,0.001599994,0.00002664011,0.9729673,0.02090542,0.00001334468,0.00005206289,0.00002001717,0.004165444],"genre_scores_gemma":[0.002401838,0.0009658723,0.00005358149,0.9506786,0.04086612,0.00002535383,0.00002018059,0.00001250258,0.004975924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06668952,"threshold_uncertainty_score":0.04727077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232568626128645,"score_gpt":0.2850230439186926,"score_spread":0.2617661813058281,"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."}}