{"id":"W2969932577","doi":"10.1016/j.burns.2019.02.023","title":"The relation between positive screening results and MRSA infections in burn patients","year":2019,"lang":"en","type":"article","venue":"Burns","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Univariate analysis; Internal medicine; Logistic regression; Tertiary referral hospital; Staphylococcus aureus; Infection control; Emergency medicine; Pediatrics; Retrospective cohort study; Surgery; Multivariate analysis","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":[0.0001837201,0.00007293396,0.0001220548,0.0000676644,0.00009864407,0.0000209182,0.00003309058,0.00006521925,0.00000464474],"category_scores_gemma":[0.0002702692,0.00005417184,0.00002881593,0.0001808537,0.00006170644,0.00007521877,0.00003244322,0.0001941676,0.00002661498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000554372,"about_ca_system_score_gemma":0.00002242921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246894,"about_ca_topic_score_gemma":0.00008019113,"domain_scores_codex":[0.9993184,0.00003760365,0.0002089471,0.0001562666,0.0001245863,0.0001542121],"domain_scores_gemma":[0.9993411,0.0003034368,0.00007946845,0.0001520573,0.00007971506,0.00004417615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626171,0.0000268772,0.994046,0.000006957769,0.00001741471,0.000002020485,0.0003532832,0.00001429324,0.0005705802,0.0001796606,0.0002179923,0.004402358],"study_design_scores_gemma":[0.001603935,0.0001617027,0.993957,0.0001879662,0.00002074435,9.343763e-7,0.00009453675,0.00005641251,0.000193853,0.00007861786,0.003584282,0.00005995497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908598,0.00005191336,0.0002424485,0.0006358702,0.00006282367,0.0004477512,0.00002812618,0.00001899078,0.007652299],"genre_scores_gemma":[0.998886,0.00003621267,0.0001527327,0.00005458892,0.00005371618,0.0000041353,0.00004440866,0.000009785432,0.0007583901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008026253,"threshold_uncertainty_score":0.2209063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163852567216579,"score_gpt":0.2648814863159538,"score_spread":0.253242960643788,"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."}}