{"id":"W2177552790","doi":"10.3747/pdi.2015.00013","title":"Peritoneal Dialysis University for Surgeons: A Peritoneal Access Training Program","year":2015,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Toronto Western Hospital; University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Urology; Surgery","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":[0.0004673487,0.0004821217,0.0001538611,0.0004305005,0.0017134,0.0005033603,0.0006294363,0.000537501,0.01588312],"category_scores_gemma":[0.0008180836,0.0002596408,0.0001981262,0.0002841718,0.0004315027,0.0003589357,0.001785232,0.0006815653,0.002288312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153641,"about_ca_system_score_gemma":0.007573907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002668,"about_ca_topic_score_gemma":0.008165435,"domain_scores_codex":[0.999607,0.00004356609,0.00001520144,0.00005111309,0.00007027815,0.0002127264],"domain_scores_gemma":[0.9974499,0.00008713744,0.0001410463,0.000029435,0.0001661818,0.002126171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002274727,0.03465693,0.6407894,0.0009982954,0.00005957283,0.003969767,0.006322045,0.001273495,0.02033397,0.0003787505,0.01981939,0.2691236],"study_design_scores_gemma":[0.0006382397,0.01229279,0.9437832,0.0001977783,0.00003990843,0.004133689,0.003800898,0.001301283,0.003892297,0.0001543732,0.02972354,0.00004211538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9960927,0.0001750018,0.0002169761,0.0006436515,0.00005064433,0.0003157513,0.0001451919,0.00004825087,0.002311751],"genre_scores_gemma":[0.9804767,0.0006999196,0.004219882,0.001392661,0.0002083391,0.0005428817,0.0007185792,0.00001198809,0.01172899],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01588312,"threshold_uncertainty_score":0.05313432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08247266121419759,"score_gpt":0.3519436455246493,"score_spread":0.2694709843104517,"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."}}