{"id":"W3154552202","doi":"10.4103/ijn.ijn_400_20","title":"Skin colonizers and catheter associated blood stream infections in incident Indian dialysis patients","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Nephrology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Blood stream; Catheter; Dialysis; Bloodstream infection; Dialysis catheter; Skin infection","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":[],"consensus_categories":[],"category_scores_codex":[0.0002712341,0.0001485138,0.0005245533,0.000521546,0.00006763343,0.00002454968,0.00008168646,0.000173382,0.0001013972],"category_scores_gemma":[0.0007391511,0.0001423357,0.000158576,0.0005119572,0.0001595833,0.0001026058,0.00004744015,0.0005472461,0.000006163344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927195,"about_ca_system_score_gemma":0.0004186058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092231,"about_ca_topic_score_gemma":0.003346728,"domain_scores_codex":[0.9984713,0.0002203338,0.0005996554,0.0001815188,0.0002042353,0.0003229761],"domain_scores_gemma":[0.9987054,0.0001957564,0.0004508358,0.0001487483,0.000293893,0.0002053147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602201,0.001549118,0.9861658,0.00001586507,0.0004391874,0.00496468,0.002554456,0.00000992167,0.002360563,0.000003096734,0.0005840483,0.001193103],"study_design_scores_gemma":[0.005494939,0.001514958,0.9872108,0.0001291826,0.0003459279,0.001525499,0.000280889,0.000001365136,0.001653979,0.0001373341,0.001566022,0.0001391443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983009,0.0002033219,0.00000469483,0.001057786,0.000167774,0.0001389449,0.000019127,0.000006244715,0.0001012593],"genre_scores_gemma":[0.9980111,0.0002147676,0.0001421522,0.001448645,0.00009337358,0.000003908801,0.00001733894,0.00001896545,0.0000497526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005334719,"threshold_uncertainty_score":0.5804282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006389130378610327,"score_gpt":0.244583104951312,"score_spread":0.2381939745727016,"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."}}