{"id":"W2182110421","doi":"10.1111/hdi.2000.4.1.22","title":"Concentrated Sodium Citrate (23%) for Catheter Lock","year":2000,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bacteremia; Catheter; Sodium citrate; Heparin; Gentamicin; Surgery; Hemodialysis; Anesthesia; Antibiotics; Chemistry","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":["insufficient_payload"],"category_scores_codex":[0.0004470239,0.0002562825,0.000429541,0.0001505217,0.0005991663,0.00004808997,0.0004378712,0.000232348,0.02192277],"category_scores_gemma":[0.00007217882,0.0002343445,0.0004783578,0.0002159754,0.00007746872,0.0001755966,0.0000426026,0.0003183446,0.002104148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136543,"about_ca_system_score_gemma":0.0002003989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478192,"about_ca_topic_score_gemma":0.000120387,"domain_scores_codex":[0.9974555,0.0001588538,0.0007483701,0.0005108683,0.0003936335,0.000732802],"domain_scores_gemma":[0.9985315,0.0003151905,0.0002127196,0.0003592167,0.0003786628,0.0002026925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008080818,0.007766628,0.1523928,0.000526185,0.007804397,0.00008905019,0.03998439,0.003575252,0.01955683,0.03258759,0.5127474,0.2148886],"study_design_scores_gemma":[0.005520111,0.0001963704,0.003758167,0.00009444562,0.0004097431,0.000005922484,0.0005151372,0.02331584,0.001713773,0.003268994,0.9604516,0.0007498687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8979122,0.0001268326,0.004556207,0.004439481,0.002268415,0.001453308,0.0006288119,0.00028206,0.08833268],"genre_scores_gemma":[0.9515417,0.0001947587,0.001181338,0.003460868,0.001517886,0.0003724879,0.0009640023,0.00005254264,0.04071437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477042,"threshold_uncertainty_score":0.9986728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708402158230611,"score_gpt":0.3478073887125372,"score_spread":0.3107233671302311,"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."}}