{"id":"W3184326702","doi":"10.1007/978-3-030-70897-9_9","title":"Peritoneal Dialysis Catheter Insertion by the Nephrologist","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Catheter; Peritoneal dialysis; Percutaneous; Nephrology; Surgery; Radiology; Intensive care 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":[0.000338374,0.000570852,0.0003581734,0.000475073,0.0009493853,0.002004216,0.0006375347,0.001513753,0.08174927],"category_scores_gemma":[0.0008288196,0.0002823486,0.0003375809,0.0004944345,0.0004877111,0.00163638,0.001051361,0.002353251,0.03917553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668677,"about_ca_system_score_gemma":0.001128967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386174,"about_ca_topic_score_gemma":0.00606686,"domain_scores_codex":[0.9998074,0.00004884489,0.000008809759,0.0000269592,0.00008951809,0.00001852442],"domain_scores_gemma":[0.9997458,0.0001342854,0.00001493024,0.00001602868,0.00005524074,0.00003371271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001262603,0.00005459927,0.0001674545,0.000152662,0.000002582014,0.0002582142,0.0002890533,0.000254961,0.0004649618,0.03276192,0.7727761,0.1928049],"study_design_scores_gemma":[0.000001612668,0.00001037926,0.0002584898,0.0001667529,0.000001217854,0.0004897665,0.00007478078,0.00009991507,0.000083718,0.004553352,0.9942557,0.00000432941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003711656,0.01475692,0.003845851,0.004309096,0.004021621,0.00003364533,0.00009035518,0.0001821479,0.9723892],"genre_scores_gemma":[0.002120198,0.008286635,0.002393748,0.002963517,0.0008842416,0.0000181735,0.00005973707,0.00009125005,0.9831825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08174927,"threshold_uncertainty_score":0.2734785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688558604250429,"score_gpt":0.2398044511313142,"score_spread":0.2229188650888099,"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."}}