{"id":"W2884388307","doi":"10.2215/cjn.02820318","title":"Urgent Start Peritoneal Dialysis","year":2018,"lang":"en","type":"review","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","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":[0.0007161389,0.0003582534,0.0005763148,0.0005744151,0.0005641825,0.001373307,0.0006192585,0.0008637469,0.03603125],"category_scores_gemma":[0.003722508,0.00009504061,0.0009407879,0.000637859,0.0002748561,0.001202799,0.001465303,0.001947868,0.01092768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006891221,"about_ca_system_score_gemma":0.001503546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005069951,"about_ca_topic_score_gemma":0.0008259108,"domain_scores_codex":[0.9991404,0.0001861704,0.000123766,0.0001427247,0.0002964861,0.0001104815],"domain_scores_gemma":[0.9982182,0.0003397884,0.0003447449,0.00008382742,0.0003586192,0.0006547482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006430879,0.0001567038,0.005696883,0.003483671,0.0001630074,0.0008559611,0.00009514279,0.0001261861,0.0006021818,0.008903342,0.3071373,0.6721365],"study_design_scores_gemma":[0.000166791,0.0002206804,0.004438552,0.001981335,0.00010412,0.004226369,0.00006559613,0.0001058505,0.0004119358,0.00509874,0.9831591,0.00002100241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02133948,0.5320298,0.01585031,0.05865641,0.0199052,0.000561378,0.007593196,0.001846502,0.3422177],"genre_scores_gemma":[0.2722237,0.4341462,0.02700214,0.1038661,0.02485152,0.0009021719,0.0183154,0.0006415732,0.1180512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03603125,"threshold_uncertainty_score":0.1205365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09608103691373196,"score_gpt":0.4220031307360363,"score_spread":0.3259220938223043,"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."}}