{"id":"W3027400885","doi":"10.1016/j.jval.2020.04.821","title":"PMU47 NOSOCOMIAL INFLUENZA HOSPITALIZATIONS AMONG END-STAGE RENAL DISEASE PATIENTS DURING THE 2013-2014 THROUGH 2015-2016 INFLUENZA SEASONS","year":2020,"lang":"en","type":"article","venue":"Value in Health","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; End stage renal disease; Internal medicine; Emergency medicine; Influenza season; Disease; Intensive care medicine; Pediatrics; Influenza vaccine; Virus; Immunology","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":[0.0005277482,0.0002843316,0.0003421704,0.0008301396,0.000568704,0.0007672723,0.0004641856,0.0004960879,0.003429493],"category_scores_gemma":[0.00229216,0.0002904836,0.0009476542,0.001425449,0.0002571309,0.0007553754,0.001113666,0.0006601023,0.0003966366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006895301,"about_ca_system_score_gemma":0.000883718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03095775,"about_ca_topic_score_gemma":0.03769405,"domain_scores_codex":[0.9992054,0.0001152047,0.0001129655,0.0001437602,0.0001442993,0.0002785179],"domain_scores_gemma":[0.9985837,0.0001605824,0.0007851157,0.00005109749,0.000166227,0.0002533926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000001,0.00001487211,0.9973536,0.00002130843,0.00005976612,0.00004633901,0.00009342696,0.00004028849,0.0000813134,0.00002244112,0.0005974227,0.001569163],"study_design_scores_gemma":[0.000002029342,0.00002744636,0.9991695,0.00001805689,0.0000133843,0.00009451152,0.0003234312,0.00008506828,0.00003203352,0.00001012091,0.0002221725,0.000002383545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927624,0.0003362249,0.00007561775,0.00009114861,0.00003381145,0.00001336162,0.005280678,0.000009757024,0.001396941],"genre_scores_gemma":[0.9973247,0.0001733961,0.00004215116,0.00007330318,0.00002795816,0.00001736992,0.001943094,0.000003598024,0.000394469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095775,"threshold_uncertainty_score":0.06155515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450895319907456,"score_gpt":0.3984255884052816,"score_spread":0.333916635206207,"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."}}