{"id":"W2799463843","doi":"10.1016/j.jtcvs.2018.04.090","title":"Desperate times call for desperate measuring","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Recombinant factor VIIa; Cardiac surgery; Clinical trial; Scopus; Intensive care medicine; Surgery; MEDLINE; Internal medicine","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":[0.005670967,0.001098799,0.001532945,0.001090139,0.01035511,0.00921555,0.001661519,0.08669065,0.02163313],"category_scores_gemma":[0.05372626,0.0008915574,0.001291841,0.0006864197,0.009214479,0.01083403,0.0053705,0.1036996,0.01031152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00543128,"about_ca_system_score_gemma":0.008769749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814379,"about_ca_topic_score_gemma":0.006821532,"domain_scores_codex":[0.9925493,0.002091195,0.000776548,0.0008410939,0.002312453,0.001429397],"domain_scores_gemma":[0.9686225,0.01229336,0.002006614,0.001117291,0.004608652,0.01135152],"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":[0.00002047041,0.00005996979,0.0005333383,0.00003582008,0.00001565207,0.002216792,0.0002581632,0.00005408099,0.0001418475,0.006476206,0.9810638,0.009123909],"study_design_scores_gemma":[0.0000921124,0.00006925902,0.0009789043,0.0004953367,0.00002528583,0.003593124,0.002034992,0.000304435,0.0001379815,0.03598429,0.9561767,0.0001076555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000128392,0.0006571848,0.00006532707,0.9847364,0.01277065,0.000003457915,0.000005122289,0.00001072897,0.00162272],"genre_scores_gemma":[0.00253251,0.0006454863,0.0002224359,0.9590018,0.03190289,0.00001579182,0.000008717827,0.0000210248,0.005649351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08669065,"threshold_uncertainty_score":0.07236999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870711653081744,"score_gpt":0.3198726248792261,"score_spread":0.2511655083484086,"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."}}