{"id":"W2353899470","doi":"10.1186/s12890-016-0243-z","title":"Methicillin-resistant Staphylococcus aureus acquisition in healthcare workers with cystic fibrosis: a retrospective cross-sectional study","year":2016,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Children's Health Foundation; Queensland Health; Prince Charles Hospital Foundation; Cystic Fibrosis Foundation","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Cystic fibrosis; Incidence (geometry); Cross-sectional study; Internal medicine; Odds ratio; Staphylococcus aureus; Health care; Retrospective cohort study; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180714,0.0002326567,0.0003733383,0.0007547429,0.0004864513,0.0005811997,0.0003045311,0.0004797003,0.0009994621],"category_scores_gemma":[0.001747104,0.0004704581,0.0003799253,0.0009519536,0.0003371104,0.0005708723,0.0005012479,0.0004431876,0.0002469601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383537,"about_ca_system_score_gemma":0.0003875361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006469007,"about_ca_topic_score_gemma":0.007441579,"domain_scores_codex":[0.9992049,0.0001772987,0.0001571298,0.000175475,0.0001682317,0.0001169652],"domain_scores_gemma":[0.9980143,0.0003211341,0.0009880067,0.000148306,0.0002419742,0.0002863038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001975133,0.00001802012,0.9995607,0.000006985024,0.00001126353,0.00003905874,0.00008325597,0.000003464918,0.00006833144,0.000002342925,0.00001484127,0.0001719409],"study_design_scores_gemma":[0.000003324219,0.0001798437,0.998764,0.00001136804,0.00001773861,0.0004010686,0.0004622487,0.00003831902,0.00002978238,0.000004011716,0.0000861504,0.000002161704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994891,0.0001537089,0.00004977627,0.000009752242,0.000002283761,0.00001496126,0.0001469811,0.000001183286,0.0001323711],"genre_scores_gemma":[0.9995824,0.0001094976,0.0000566375,0.00002957054,0.000004281435,0.00001506898,0.0001527573,5.481788e-7,0.00004927265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006469007,"threshold_uncertainty_score":0.01286274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03221692769648206,"score_gpt":0.3385980243415713,"score_spread":0.3063810966450893,"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."}}