{"id":"W4404742805","doi":"10.1007/978-3-031-70514-4_45","title":"Patient Evaluation for Peritoneal Dialysis","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; 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":[0.0004128247,0.0003266462,0.0002967853,0.0004301759,0.0006095388,0.000989435,0.0003052043,0.0006608277,0.04168982],"category_scores_gemma":[0.001459654,0.0001047084,0.0002594074,0.0002726283,0.0001901851,0.0006788747,0.0007311609,0.001621001,0.01055971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811763,"about_ca_system_score_gemma":0.001076261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008919495,"about_ca_topic_score_gemma":0.003843375,"domain_scores_codex":[0.9998152,0.00006339133,0.00001316797,0.00001248118,0.00007132093,0.00002458696],"domain_scores_gemma":[0.9998083,0.00007787901,0.00001095852,0.000008929831,0.00004888589,0.00004507554],"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":[0.00003437068,0.0001195079,0.002523776,0.0001784944,0.000006106465,0.003368311,0.0003114218,0.0001198927,0.0003466935,0.01082451,0.7451654,0.2370014],"study_design_scores_gemma":[0.00001005617,0.00005873492,0.005016591,0.0007538092,0.000007151543,0.009950491,0.0003612535,0.000192204,0.0001436971,0.007451181,0.9760439,0.00001098773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004221257,0.01855034,0.003450675,0.02672645,0.004735737,0.0001531474,0.0003895748,0.0001854156,0.9415874],"genre_scores_gemma":[0.08109564,0.05282208,0.0172834,0.05192354,0.007116772,0.0003612561,0.001471861,0.0002830118,0.7876423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04168982,"threshold_uncertainty_score":0.1394663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933917473455417,"score_gpt":0.2952967651958094,"score_spread":0.2659575904612553,"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."}}