{"id":"W1547603951","doi":"10.1111/hdi.12155","title":"Predictive value of serum myeloperoxidase activity for thrombosis of arteriovenous fistulas","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board","keywords":"Medicine; Thrombosis; Hemodialysis; Internal medicine; Myeloperoxidase; Gastroenterology; Arteriovenous fistula; Nephropathy; Diabetic nephropathy; Kidney disease; Fistula; Diabetes mellitus; Surgery; Kidney; Endocrinology; Inflammation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005608971,0.0003243134,0.0003224205,0.0008541546,0.0002419632,0.0004381189,0.0002172646,0.0004661792,0.001252979],"category_scores_gemma":[0.003846145,0.0001462387,0.0003122125,0.0004330773,0.00027341,0.000335045,0.000237764,0.0006373865,0.0001297961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187846,"about_ca_system_score_gemma":0.0002162274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004695289,"about_ca_topic_score_gemma":0.0004352576,"domain_scores_codex":[0.9996315,0.0001299863,0.00004767462,0.00005203259,0.00007912827,0.00005960914],"domain_scores_gemma":[0.997206,0.001053273,0.0008804807,0.0000889857,0.0002539349,0.0005173122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001973471,0.00002147383,0.9973797,0.000008377382,0.00001667677,0.0003043134,0.00001940126,0.00003997494,0.0004610345,0.00001203537,0.00003567142,0.001504078],"study_design_scores_gemma":[0.000009357441,0.0003425714,0.9935961,0.00001782691,0.00005710166,0.004433043,0.0001737407,0.0006964316,0.0003731007,0.0000688161,0.0002257926,0.00000608422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983318,0.0009648615,0.0001905925,0.00005542918,0.00001830449,0.00000506071,0.00004831227,0.000005714919,0.0003798395],"genre_scores_gemma":[0.999661,0.0001243875,0.0001000918,0.000008391837,0.00002426689,0.000001980357,0.00003973942,6.702507e-7,0.00003950458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001252979,"threshold_uncertainty_score":0.004191637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472068403002287,"score_gpt":0.2759301084906811,"score_spread":0.2612094244606582,"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."}}