{"id":"W2159771908","doi":"10.2215/cjn.01810210","title":"The Measurement of Hemodialysis Access Blood Flow by a Conductivity Step Method","year":2010,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Hemodialysis; Medicine; Conductivity; Dialysis; Dilution; Ultrasound; Blood flow; Nuclear medicine; Surgery; Internal medicine; Radiology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001222303,0.0003712415,0.000364248,0.0009613173,0.0002030032,0.0007283613,0.0005560528,0.0006305204,0.000919071],"category_scores_gemma":[0.005039299,0.0002251013,0.000258781,0.0005231161,0.0005538479,0.0006519075,0.0004398463,0.0005007837,0.0003109729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355866,"about_ca_system_score_gemma":0.0003600821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003253323,"about_ca_topic_score_gemma":0.0002880182,"domain_scores_codex":[0.9980032,0.0007596212,0.0001104257,0.0003192933,0.0007538658,0.000053577],"domain_scores_gemma":[0.996917,0.001644715,0.000489092,0.0002153901,0.0006254422,0.0001084085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002166738,0.0004599763,0.1642411,0.000680295,0.0002076447,0.0002204096,0.0005136812,0.001192616,0.6117409,0.0009615168,0.001173462,0.2164416],"study_design_scores_gemma":[0.0002702865,0.006450952,0.224508,0.0001313797,0.0003290671,0.007571124,0.0004149634,0.0234701,0.729344,0.001039763,0.006240521,0.0002297486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621198,0.004392697,0.2279899,0.0003230302,0.0001831514,0.0003547051,0.0005021258,0.0008995913,0.003234929],"genre_scores_gemma":[0.9037101,0.000889664,0.09389558,0.0002422719,0.00007450798,0.0002536282,0.0001818529,0.00003584597,0.0007166505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222303,"threshold_uncertainty_score":0.006464183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09978032352282964,"score_gpt":0.4541282037947062,"score_spread":0.3543478802718766,"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."}}