{"id":"W4206298375","doi":"10.1177/11297298211070690","title":"Infectious outcomes of fibrin sheath disruption in tunneled dialysis catheters","year":2022,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hemodialysis; Central venous catheter; Dialysis catheter; Dialysis; Prospective cohort study; Hemodialysis Catheter; Retrospective cohort study; Internal medicine; Intensive care medicine; Catheter; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002972371,0.0001284603,0.0006116073,0.0003605551,0.0004747582,0.00001130809,0.0006128136,0.00005165481,0.0004364851],"category_scores_gemma":[0.0001250653,0.00008330204,0.0005593555,0.0005677621,0.0000343015,0.000208686,0.0002973177,0.0007181518,0.000004010371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316678,"about_ca_system_score_gemma":0.000151529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350782,"about_ca_topic_score_gemma":0.0003505299,"domain_scores_codex":[0.9967517,0.001369457,0.0009163407,0.000102894,0.0005474401,0.0003121617],"domain_scores_gemma":[0.9982592,0.0003849195,0.0008234222,0.0003372374,0.0001227733,0.00007242433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002666616,0.0005483649,0.9563546,0.00009275005,0.0007263403,0.00001468713,0.01702144,0.02012537,0.00130225,0.00006968588,0.0003577273,0.003120173],"study_design_scores_gemma":[0.003814942,0.0004090452,0.9832476,0.00009625898,0.001083193,0.00002539945,0.006753136,0.0007519215,0.0002153428,0.001278602,0.002066888,0.0002576087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973031,0.0003674481,0.0005802237,0.000762222,0.0004246547,0.0003288832,0.00001030719,0.000008382507,0.0002147379],"genre_scores_gemma":[0.9990223,0.0004968225,0.0000172204,0.0002724939,0.00008972682,0.0000194177,0.000004134696,0.00001891752,0.00005894862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689311,"threshold_uncertainty_score":0.4779206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608431355542294,"score_gpt":0.3675954084540619,"score_spread":0.3315110948986389,"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."}}