{"id":"W4220654331","doi":"10.1177/08968608221082838","title":"Optimising PD peritonitis prevention and treatment: An infectious goal","year":2022,"lang":"en","type":"letter","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Peritonitis; 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":[0.003456911,0.0007841438,0.001534124,0.000628548,0.003676709,0.004299913,0.001214281,0.05122222,0.006990381],"category_scores_gemma":[0.01963876,0.0005965542,0.00148929,0.0004645623,0.002709812,0.005723779,0.002755545,0.04916246,0.003547596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004073601,"about_ca_system_score_gemma":0.005773747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002813635,"about_ca_topic_score_gemma":0.005716146,"domain_scores_codex":[0.9958218,0.001391478,0.0006814112,0.0003652471,0.001141207,0.0005988501],"domain_scores_gemma":[0.989315,0.004349298,0.000681255,0.000257155,0.002102695,0.003294471],"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":[0.0000712347,0.0001566888,0.00153696,0.0001870236,0.00002313621,0.005840259,0.0002438078,0.0002209615,0.0004518627,0.007647115,0.9573811,0.02623983],"study_design_scores_gemma":[0.0002425036,0.0002543586,0.002447878,0.001338235,0.00005827416,0.01319126,0.0009779084,0.00168356,0.0003079803,0.03310021,0.9463046,0.00009336309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002600096,0.001222835,0.0001355088,0.9888008,0.007787899,0.000006385909,0.000007758073,0.000009257893,0.00176956],"genre_scores_gemma":[0.005956216,0.002839968,0.0008777531,0.8914742,0.09333937,0.00004027526,0.00002164256,0.00001756039,0.005433022],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05122222,"threshold_uncertainty_score":0.02955621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785350970090635,"score_gpt":0.2937677067938233,"score_spread":0.275914197092917,"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."}}