{"id":"W2954920038","doi":"10.1016/j.ekir.2019.05.867","title":"MON-078 IMPACT OF RAPID PERITONEAL DIALYSIS (PD) GROWTH ON PERITONITIS RATE IN A REGIONAL RENAL PROGRAM IN ONTARIO.","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York Central Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Peritonitis; Home dialysis; Intensive care medicine; Renal replacement therapy; 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":[0.0005860517,0.000141406,0.0001903993,0.0004683832,0.001240315,0.0009954832,0.0006562043,0.0003582025,0.00340653],"category_scores_gemma":[0.002809696,0.0001773938,0.0005982684,0.001006029,0.0005131669,0.000327269,0.001025554,0.0007277494,0.0002827893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0253269,"about_ca_system_score_gemma":0.04554895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980634,"about_ca_topic_score_gemma":0.9922017,"domain_scores_codex":[0.9988341,0.000162242,0.00004591051,0.00007647289,0.0003090614,0.0005721258],"domain_scores_gemma":[0.9964699,0.0001472678,0.0008577887,0.00005996574,0.0008572412,0.001607912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001795456,0.0001224951,0.9798478,0.00007503644,0.00005728104,0.0001798922,0.0009293234,0.000195646,0.0002668058,0.0003735342,0.008095821,0.009676724],"study_design_scores_gemma":[0.00001292544,0.00003091355,0.9973413,0.00002685644,0.00001893049,0.00002977926,0.000895274,0.0001784231,0.00002699237,0.00002167451,0.001412984,0.000003865069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755759,0.0009894783,0.0001054081,0.006205686,0.00006446428,0.00007198432,0.006637977,0.00003699641,0.01031217],"genre_scores_gemma":[0.9962399,0.0003169865,0.0001017712,0.0002843094,0.00001767132,0.00001707896,0.0009104909,0.000007471591,0.002104205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253269,"threshold_uncertainty_score":0.1837604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436496675832101,"score_gpt":0.3955876107355724,"score_spread":0.3612226439772514,"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."}}