{"id":"W4200621608","doi":"10.21203/rs.3.rs-942079/v1","title":"Association of Immediate Reinsertion of New Catheters With Subsequent Mortality Among Patients With Suspected Catheter Infection: a Cohort Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cohort; Medicine; Catheter; Cohort study; Surgery; Internal medicine; Intensive care medicine","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":[0.0008579624,0.0003169692,0.0004465386,0.0005514577,0.0004846573,0.001195661,0.0006359105,0.00104906,0.002863747],"category_scores_gemma":[0.00599411,0.0005540301,0.0009274941,0.0007455336,0.0003395285,0.0008003886,0.0005003137,0.001616059,0.0003682644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835488,"about_ca_system_score_gemma":0.0004110844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005778592,"about_ca_topic_score_gemma":0.003246178,"domain_scores_codex":[0.9992896,0.0001531489,0.00008190133,0.0002182172,0.0001050375,0.0001519774],"domain_scores_gemma":[0.99659,0.0009739519,0.001144806,0.0005571492,0.000296047,0.0004379963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198552,0.00008028772,0.9985778,0.00000903553,0.0001328424,0.00006275604,0.00005705873,0.00001930306,0.0001034709,0.000014975,0.0001158689,0.0005068532],"study_design_scores_gemma":[0.00002488128,0.0002285856,0.9988846,0.00001172087,0.0001008122,0.0002357286,0.0001910438,0.0001671437,0.00003492111,0.00002790893,0.00008406414,0.000008567528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991264,0.000246693,0.00005242168,0.00004466946,0.00001284965,0.00000642878,0.0002925066,0.000002025133,0.0002160629],"genre_scores_gemma":[0.9994206,0.0001297681,0.00004374513,0.00002212475,0.00001902504,0.000006184902,0.0002243739,0.000002684543,0.0001314917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005778592,"threshold_uncertainty_score":0.01148987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05861779912338249,"score_gpt":0.3996721556689743,"score_spread":0.3410543565455918,"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."}}