{"id":"W4311503212","doi":"10.1177/08968608221136389","title":"PD effluent specimen collection: Your questions answered","year":2022,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Peritoneal dialysis; Effluent; Medicine; Nephrology; Dialysis; Staffing; Intensive care medicine; Nursing; Internal medicine; Waste management; Engineering","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":[0.01159343,0.0008152564,0.001092516,0.001398517,0.001186731,0.002008114,0.001159542,0.00718008,0.05131119],"category_scores_gemma":[0.1095799,0.0004108595,0.002226229,0.00113542,0.001175082,0.004412909,0.003444197,0.003270438,0.01848636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533584,"about_ca_system_score_gemma":0.003653164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838238,"about_ca_topic_score_gemma":0.002908417,"domain_scores_codex":[0.9874383,0.007007923,0.002745383,0.0006998876,0.001509352,0.0005991865],"domain_scores_gemma":[0.9507162,0.02504598,0.007689389,0.0007323727,0.01398997,0.001826141],"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":[0.0002524751,0.0001342288,0.009667829,0.01720603,0.0001245335,0.0005610078,0.008048583,0.0001633184,0.0005132394,0.001732162,0.7853626,0.1762341],"study_design_scores_gemma":[0.0001637174,0.0002481187,0.01012492,0.02598265,0.0001526733,0.002082912,0.01159008,0.0001542158,0.0006306407,0.002946914,0.9457939,0.0001292047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03303575,0.1080618,0.02795668,0.6757026,0.03793841,0.007969408,0.03195221,0.002476343,0.07490689],"genre_scores_gemma":[0.1898277,0.1354171,0.06407264,0.5019327,0.01498406,0.02162208,0.01523568,0.001054704,0.0558534],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05131119,"threshold_uncertainty_score":0.171653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06283242587823915,"score_gpt":0.36955925514854,"score_spread":0.3067268292703009,"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."}}