{"id":"W2619302495","doi":"10.1093/ndt/gfx150.sp477","title":"SP477TIN-CAT STUDY: CONVERSION OF UNFRACTIONNED HEPARIN TO TINZAPARIN IN HEMODIALYSIS AND ITS IMPACT ON ALTEPLASE (CATHFLO) UTILIZATION","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université Laval; Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Medicine; Hemodialysis; Heparin; 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":[0.001766023,0.0004356919,0.0004783798,0.0004546074,0.0002816205,0.0008274903,0.0005486743,0.0007421743,0.001611578],"category_scores_gemma":[0.002051234,0.0002937322,0.001072509,0.0007647306,0.0004293077,0.0005457634,0.0004406636,0.0009547968,0.000338841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005895023,"about_ca_system_score_gemma":0.0007479812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828784,"about_ca_topic_score_gemma":0.00195169,"domain_scores_codex":[0.9984848,0.0008420727,0.0001084178,0.0001749226,0.0002409061,0.0001489461],"domain_scores_gemma":[0.9974955,0.0005563062,0.001041807,0.0001952178,0.0001611351,0.0005500878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05445789,0.003171677,0.9340922,0.00008627363,0.001029959,0.0001593206,0.0001374613,0.0001414424,0.0008387889,0.00006587482,0.0002652571,0.005553843],"study_design_scores_gemma":[0.003409612,0.02418761,0.9697837,0.00001743118,0.0004880447,0.0003421047,0.0001360579,0.0006555266,0.0003804391,0.0000324685,0.0005549502,0.00001211375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999539,0.0001315128,0.00002877524,0.00002302112,0.0000044682,0.00002679379,0.0001082711,0.000001244562,0.0001370789],"genre_scores_gemma":[0.9988471,0.0001045761,0.00006517217,0.00006491234,0.00003183965,0.00004672447,0.0004891444,0.000001727,0.0003488789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001828784,"threshold_uncertainty_score":0.00933975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115035089853719,"score_gpt":0.3373989965008406,"score_spread":0.3062486456023034,"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."}}