{"id":"W2096074602","doi":"10.1111/j.1542-4758.2012.00684.x","title":"Predictors of steal syndrome in hemodialysis patients","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Anastomosis; Dialysis; Odds ratio; Diabetes mellitus; Univariate analysis; Surgery; Complication; Internal medicine; Population; Risk factor; Confidence interval; Multivariate analysis; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009505179,0.0002394159,0.0006399314,0.0007120864,0.0001639456,0.000008908624,0.0004362843,0.0002457559,0.002566687],"category_scores_gemma":[0.0002817686,0.0002256286,0.0003834915,0.0005757749,0.00007702924,0.0003907264,0.0001976203,0.0004095888,0.0002880911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005219589,"about_ca_system_score_gemma":0.0001059001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003744727,"about_ca_topic_score_gemma":0.0001482784,"domain_scores_codex":[0.9965946,0.0003444264,0.001179413,0.0003293171,0.0007947725,0.0007574781],"domain_scores_gemma":[0.998213,0.0003562296,0.0005118616,0.0003883597,0.0002969227,0.000233607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000845598,0.0008276849,0.9916604,0.00003440747,0.0003028479,0.000002179974,0.003503669,0.00006500144,0.0001236501,0.0005968961,0.001013618,0.001785115],"study_design_scores_gemma":[0.002080835,0.00004570512,0.9898677,0.00007072105,0.0001851481,0.000001425739,0.0004657545,0.0004332695,0.0001503782,0.0001288649,0.00631978,0.0002503916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835873,0.00006880832,0.0002155811,0.0002170784,0.002185951,0.0004007686,0.0001601311,0.00004408491,0.01312032],"genre_scores_gemma":[0.9974604,0.00006532301,0.0003925232,0.0002464763,0.0004953686,0.0001000446,0.0003619752,0.0000332929,0.0008445768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01387314,"threshold_uncertainty_score":0.9983451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641807120234576,"score_gpt":0.3217195166357553,"score_spread":0.2953014454334095,"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."}}