{"id":"W2987889565","doi":"10.2215/cjn.10300819","title":"Peritoneal Dialysis in the Obese Patient","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003422647,0.0001691735,0.0002086826,0.0004638596,0.0006610007,0.0006191478,0.0001748663,0.0006388474,0.004382678],"category_scores_gemma":[0.001493097,0.00006416308,0.0002591148,0.0005673979,0.0004091031,0.0006177854,0.0007510339,0.001762842,0.0004671492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962931,"about_ca_system_score_gemma":0.0004915749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006213597,"about_ca_topic_score_gemma":0.0007931212,"domain_scores_codex":[0.9997618,0.00006066799,0.00003136872,0.00003440865,0.00005958734,0.00005223373],"domain_scores_gemma":[0.99936,0.0001537726,0.0001946239,0.00001413143,0.00003890055,0.0002384207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003943501,0.0003786736,0.5592883,0.001363046,0.0001617037,0.06561873,0.001559313,0.0005094254,0.002303267,0.009726479,0.1078791,0.2508176],"study_design_scores_gemma":[0.0001142583,0.0006489244,0.3157105,0.00470559,0.0001946053,0.440925,0.003106128,0.001213102,0.0007580381,0.01299468,0.2195128,0.0001164315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5454881,0.1618872,0.004870121,0.1323807,0.005847674,0.0002581658,0.001675863,0.0002796625,0.1473125],"genre_scores_gemma":[0.9160661,0.0481123,0.002207081,0.0208238,0.006606143,0.0001065779,0.0005802359,0.0000388843,0.005458862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004382678,"threshold_uncertainty_score":0.01466149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243126594746449,"score_gpt":0.338820950218757,"score_spread":0.3145082907441121,"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."}}