{"id":"W1772453968","doi":"10.1177/089686080002000320","title":"Peritonitis Prevention in CAPD: To Mask or Not?","year":2000,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Peritonitis; Peritoneal dialysis; Continuous ambulatory peritoneal dialysis; Staphylococcus epidermidis; Relative risk; Hazard ratio; Surgery; Confidence interval; Risk factor; Incidence (geometry); Internal medicine; Staphylococcus aureus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000193047,0.000163317,0.0003165267,0.0004125485,0.00004716211,0.00008716443,0.0001864153,0.00005909982,0.02008124],"category_scores_gemma":[0.00007956893,0.0001345834,0.0002590841,0.0004101698,0.00003453378,0.00012505,0.00005934947,0.000107409,0.0007532444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965847,"about_ca_system_score_gemma":0.00006583933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954616,"about_ca_topic_score_gemma":0.0003897095,"domain_scores_codex":[0.9982632,0.00005209992,0.0004271688,0.0003970592,0.0006233878,0.0002370887],"domain_scores_gemma":[0.9994416,0.00002518997,0.00004347213,0.0002334379,0.00006059823,0.0001956809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006726321,0.003186278,0.02070448,0.00009694621,0.001337584,0.0009799703,0.002882036,0.001444708,0.005729362,0.001006484,0.008880521,0.9470253],"study_design_scores_gemma":[0.004238794,0.0004995096,0.5930382,0.0003781162,0.0005766634,0.00005434061,0.0004956629,0.006545944,0.001910698,0.0001895277,0.3914431,0.0006294393],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449781,0.00003336084,0.0001802291,0.005188054,0.0003511337,0.0003910419,0.00004431711,0.00005088696,0.04878288],"genre_scores_gemma":[0.9564821,0.0001530618,0.001332225,0.001554491,0.0005783452,0.0001581965,0.0002300927,0.00002083919,0.03949072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9463959,"threshold_uncertainty_score":0.9808145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934151829664228,"score_gpt":0.3163498280206606,"score_spread":0.2970083097240184,"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."}}