{"id":"W1981023328","doi":"10.1111/sdi.12141","title":"Catheter‐related Infection and Septicemia: Impact of Seasonality and Modifiable Practices from the DOPPS","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hazard ratio; Catheter; Seasonality; Emergency medicine; Internal medicine; Surgery; Confidence interval; Ecology","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":[0.0007661342,0.0001664592,0.0004225607,0.00007082822,0.0003110144,0.00003017769,0.0001028008,0.0002330738,0.0007716066],"category_scores_gemma":[0.0005483684,0.0001094608,0.0001523947,0.0003865208,0.0001318026,0.0002924467,0.0001300422,0.0004743261,0.00002946386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531234,"about_ca_system_score_gemma":0.00009297138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1244672,"about_ca_topic_score_gemma":0.002592172,"domain_scores_codex":[0.9980865,0.0006045617,0.0004807975,0.0003049156,0.0001747562,0.0003485114],"domain_scores_gemma":[0.9971481,0.001656675,0.0006364104,0.0003461028,0.0001002051,0.0001125374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003945069,0.0001387434,0.980359,0.00004179652,0.0002372222,9.507462e-7,0.01119934,0.00009016932,0.001673112,0.00002749567,0.0009427273,0.005250013],"study_design_scores_gemma":[0.0008023648,0.0001266418,0.9859091,0.0002164524,0.0004889641,0.000001716875,0.002378856,0.006191411,0.00008516692,0.003361817,0.0002474634,0.000190065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963938,0.001278081,0.00001064749,0.0007780127,0.00008477463,0.0005530331,0.00004771912,0.00002064507,0.0008333013],"genre_scores_gemma":[0.99725,0.00213714,0.0001194976,0.00009531117,0.0000655958,0.00008541957,0.00003805123,0.00001526901,0.0001937312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218751,"threshold_uncertainty_score":0.881363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076569600353263,"score_gpt":0.3662099063646603,"score_spread":0.3354442103611276,"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."}}