{"id":"W2124507450","doi":"10.1111/j.1542-4758.2005.01158.x","title":"Clinical consequences of heparin‐free hemodialysis","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heparin; Hemodialysis; Partial thromboplastin time; Dialysis; Intensive care unit; Catheter; Hemofiltration; Anesthesia; Central venous catheter; Urology; Surgery; Internal medicine; Coagulation","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":[0.001241166,0.000228147,0.0003993737,0.0003721702,0.0005779251,0.0008096455,0.0002495048,0.0004060365,0.001321188],"category_scores_gemma":[0.009300979,0.0001266016,0.000279179,0.0003423104,0.0008543204,0.0003689558,0.0004275448,0.0006996151,0.000183956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007226181,"about_ca_system_score_gemma":0.0005058675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004972618,"about_ca_topic_score_gemma":0.0006221822,"domain_scores_codex":[0.9984706,0.0007467768,0.0001608706,0.0001526886,0.0003036841,0.0001653692],"domain_scores_gemma":[0.9933928,0.002942061,0.001872905,0.0003296704,0.0004896052,0.0009729466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00352968,0.0004348581,0.898158,0.0001963947,0.0001404103,0.01575916,0.0003553879,0.001357104,0.01094201,0.0009444395,0.001446041,0.0667365],"study_design_scores_gemma":[0.000111632,0.002592895,0.9489416,0.00006401013,0.00008649196,0.03986629,0.0004318696,0.001131872,0.00326796,0.0009962107,0.002482417,0.0000267864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934262,0.00259541,0.0005288022,0.000442703,0.0000571539,0.00002304349,0.00005374783,0.00001480612,0.002858052],"genre_scores_gemma":[0.9993062,0.0002698229,0.0001148675,0.0001086832,0.00006690303,0.000004119856,0.00004592222,0.000002718144,0.00008069105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001321188,"threshold_uncertainty_score":0.006563962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244488828819688,"score_gpt":0.3361676693533259,"score_spread":0.303722781065129,"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."}}