{"id":"W2151686057","doi":"10.1111/j.1492-7535.2004.0085cb.x","title":"Experience with the Gambro Phoenix Hemodialysis Machine using Diascan and Exalis in a Pediatric Hemodialysis Unit","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Phoenix; Hemodialysis; Medicine; Dialysis adequacy; Dialysis; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001893591,0.001053313,0.0004867975,0.0006102339,0.001194904,0.0009120269,0.001163268,0.0006806608,0.002655666],"category_scores_gemma":[0.004833959,0.0004459705,0.000518663,0.0006852144,0.0007767514,0.001355702,0.001543249,0.001459242,0.0006002262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180877,"about_ca_system_score_gemma":0.001104929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298092,"about_ca_topic_score_gemma":0.006698096,"domain_scores_codex":[0.997843,0.0007230614,0.0002490667,0.0002367237,0.0004747441,0.0004733727],"domain_scores_gemma":[0.9967906,0.0007208011,0.0004342891,0.0001711842,0.0004845083,0.001398615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001477581,0.00626571,0.675828,0.00071707,0.0001986776,0.05580551,0.02399251,0.003411756,0.01233637,0.0005654538,0.007391896,0.2120094],"study_design_scores_gemma":[0.0003346891,0.02811344,0.633603,0.00046133,0.0003168997,0.2355784,0.02175652,0.00861785,0.02608741,0.0004266853,0.04443954,0.0002642017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948349,0.0006171949,0.002200877,0.0004856033,0.00003993254,0.00007912671,0.00007060007,0.00008071675,0.001591095],"genre_scores_gemma":[0.9905247,0.0008648861,0.006930137,0.0003347426,0.00007273627,0.00004781995,0.0001962872,0.00004913891,0.0009794128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00298092,"threshold_uncertainty_score":0.01001441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934670776695317,"score_gpt":0.2756170046083895,"score_spread":0.2562702968414363,"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."}}