{"id":"W3123927592","doi":"10.1177/0896860820983676","title":"Peritoneal dialysis and Peritoneal Dialysis International: What’s old is new again","year":2021,"lang":"en","type":"letter","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Dialysis; Intensive care medicine; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008087719,0.001851054,0.003235138,0.002525325,0.0004524452,0.003317811,0.001761333,0.001569404,0.01293701],"category_scores_gemma":[0.0006595046,0.001796017,0.003707202,0.001341975,0.0005824299,0.001221867,0.001564723,0.002575523,0.0004486713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161719,"about_ca_system_score_gemma":0.0006859993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401353,"about_ca_topic_score_gemma":0.0002550428,"domain_scores_codex":[0.9873258,0.0004947022,0.00252322,0.003398431,0.004861103,0.001396732],"domain_scores_gemma":[0.9943069,0.0004229032,0.001143964,0.001969602,0.001104308,0.001052295],"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":[0.0004483804,0.0009684559,0.00350077,0.0003984521,0.02149838,0.003748287,0.003036587,0.00006038782,0.0009241474,0.0001826408,0.8968056,0.06842787],"study_design_scores_gemma":[0.002910363,0.0001400902,0.003135526,0.0007915365,0.00814066,0.000151265,0.0008940704,0.003168522,0.0004525731,0.0002047601,0.9782205,0.001790153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0217977,0.007290871,0.0006147285,0.9324505,0.01369106,0.001375472,0.001256125,0.0004292587,0.0210943],"genre_scores_gemma":[0.04161745,0.03264439,0.003781439,0.6331793,0.06957215,0.0008137039,0.04003371,0.000750227,0.1776076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2992712,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957016650419503,"score_gpt":0.2782309980339179,"score_spread":0.2586608315297229,"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."}}