{"id":"W2039035466","doi":"10.1111/j.1492-7535.2005.1121ad.x","title":"106 Patient‐years experience with the Aksys PHD System for quotidian home hemodialysis","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Surgery; Home hemodialysis; Fistula; Catheter","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":[0.001048924,0.0003913489,0.0004510496,0.0005892972,0.00103664,0.001141653,0.0005489269,0.000617183,0.006396077],"category_scores_gemma":[0.002493801,0.0003552196,0.0007853979,0.00104764,0.0004419226,0.0008642602,0.001442066,0.0008277904,0.002697042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006695027,"about_ca_system_score_gemma":0.0006430556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008806452,"about_ca_topic_score_gemma":0.001849038,"domain_scores_codex":[0.9989321,0.000203179,0.0001541168,0.0001564127,0.0002700364,0.0002841998],"domain_scores_gemma":[0.9981058,0.0003408623,0.0003412862,0.000204061,0.0001777802,0.0008302702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004762516,0.002009558,0.8341265,0.0001641801,0.0001835303,0.007888516,0.003643356,0.001089679,0.004162492,0.0005177181,0.01003043,0.1357078],"study_design_scores_gemma":[0.0002453123,0.007702182,0.8053703,0.0002475617,0.0002770461,0.1168861,0.002550589,0.004426599,0.005869164,0.0006651579,0.05552101,0.0002389776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862525,0.001676758,0.001752439,0.0005850801,0.00008397142,0.00005968337,0.0003923783,0.0002294987,0.008967709],"genre_scores_gemma":[0.9916985,0.001301963,0.001340556,0.0008682321,0.00016421,0.00003640914,0.0008487454,0.00006378676,0.003677625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006396077,"threshold_uncertainty_score":0.02139705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326646607476854,"score_gpt":0.2476389445580342,"score_spread":0.2343724784832657,"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."}}