{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133935,0.0002047213,0.0002722662,0.0004658774,0.0002157344,0.0005399534,0.0002647687,0.0001849398,0.0007149551],"category_scores_gemma":[0.002896668,0.0001762517,0.0004994322,0.0009424287,0.000194267,0.0003717235,0.0006065923,0.0003804379,0.00006973079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283413,"about_ca_system_score_gemma":0.0004070299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00809177,"about_ca_topic_score_gemma":0.01079991,"domain_scores_codex":[0.9990596,0.0004308912,0.00009078495,0.00018772,0.0001235143,0.0001075246],"domain_scores_gemma":[0.9974027,0.0006625982,0.001282582,0.0002056441,0.000190361,0.0002560727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008197036,0.00001358395,0.9977512,0.000009644308,0.00006520344,0.00002129712,0.00006674746,0.0000597525,0.0001485317,0.000009518222,0.00004119037,0.001731492],"study_design_scores_gemma":[0.000001573337,0.00005171563,0.9994276,0.000003956866,0.00001800419,0.00004724622,0.0001062636,0.0002131162,0.00003137307,0.00001084892,0.00008676487,0.000001537863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988474,0.0002621584,0.0002526039,0.00004080165,0.000005390851,0.000006522787,0.0003756647,0.000003022379,0.0002064644],"genre_scores_gemma":[0.9993975,0.00009361986,0.0001176072,0.00001494569,0.000007734709,0.000006368949,0.0003117137,0.000002363741,0.00004796802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00809177,"threshold_uncertainty_score":0.01608938,"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."}}