{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009479622,0.000163503,0.0002097079,0.0003713975,0.0003022619,0.0005703086,0.0002913437,0.0003128472,0.0012696],"category_scores_gemma":[0.004995312,0.0002178412,0.0005248462,0.0003710915,0.000242729,0.0003537396,0.0005890221,0.0005874819,0.00007203027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005986933,"about_ca_system_score_gemma":0.00069469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005182288,"about_ca_topic_score_gemma":0.005494322,"domain_scores_codex":[0.9993995,0.0002020516,0.00006924156,0.0001036952,0.000103103,0.0001224012],"domain_scores_gemma":[0.9965089,0.0008222131,0.001970039,0.0001584971,0.0002200693,0.0003201602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290113,0.00003871737,0.9985807,0.000009272863,0.00003741278,0.00005277578,0.00005688785,0.0002259652,0.00007808507,0.00002470215,0.00003201892,0.0007344935],"study_design_scores_gemma":[0.00001072102,0.0002085218,0.9978135,0.00001791883,0.00002400086,0.0002733681,0.000137082,0.001257676,0.00009035613,0.00008420021,0.00007712503,0.000005547423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995931,0.00008511108,0.00009270007,0.0000210499,0.000001529052,0.000004248838,0.0001141735,8.093784e-7,0.00008735483],"genre_scores_gemma":[0.9997486,0.0000431413,0.00005005476,0.000004478575,0.000002505587,0.000003452648,0.0001190039,3.31883e-7,0.0000283864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005182288,"threshold_uncertainty_score":0.01030427,"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."}}