{"id":"W2116803011","doi":"10.1093/ndt/gft161","title":"Peritoneal dialysis - clinical","year":2013,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dr. Georges-L.-Dumont University Hospital Centre","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Hemodialysis; Internal medicine","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":[0.001564434,0.0003228031,0.0002970998,0.001060331,0.0009673965,0.002617885,0.0005856351,0.0005517513,0.03612482],"category_scores_gemma":[0.004936336,0.00008888661,0.0004010566,0.001911172,0.0008446581,0.001138436,0.002148384,0.001339085,0.005856215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684556,"about_ca_system_score_gemma":0.00446914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808824,"about_ca_topic_score_gemma":0.003076436,"domain_scores_codex":[0.9982496,0.0004854875,0.0002469899,0.0001786612,0.0005829924,0.0002562251],"domain_scores_gemma":[0.9973883,0.0003177004,0.0005249682,0.000160982,0.0006048403,0.001003305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007470879,0.001061884,0.1421857,0.001605064,0.0001218109,0.00124397,0.0009270879,0.0003495473,0.001136911,0.05358517,0.1911242,0.6059116],"study_design_scores_gemma":[0.0002296981,0.00047308,0.1330902,0.001250456,0.00009125533,0.00600873,0.001193784,0.0002942855,0.0006422743,0.01228655,0.8444088,0.00003092419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08972583,0.03379645,0.003108408,0.02409108,0.003725247,0.0008445564,0.004444577,0.0002359909,0.8400277],"genre_scores_gemma":[0.7720788,0.02870721,0.008531494,0.02080547,0.005426324,0.0006968819,0.008141989,0.0001470439,0.1554647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03612482,"threshold_uncertainty_score":0.1208496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808533145271623,"score_gpt":0.2946175024125872,"score_spread":0.2765321709598709,"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."}}