{"id":"W2151640544","doi":"10.1086/676882","title":"Infection Prevention and Control Guideline for Cystic Fibrosis: 2013 Update","year":2014,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Cystic Fibrosis Foundation","keywords":"Infection control; Guideline; Medicine; Health care; Intensive care medicine; Population; Transmission (telecommunications); Public health; Environmental health; Nursing; Pathology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002218963,0.0002189489,0.0007698727,0.0001647599,0.0001852543,0.00002120827,0.00002821304,0.0002035964,0.00003537013],"category_scores_gemma":[0.008564693,0.0001797479,0.0001473728,0.0000846659,0.0002236661,0.0002109441,0.00002474847,0.0002068996,0.00001916603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005058468,"about_ca_system_score_gemma":0.00003607975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006644421,"about_ca_topic_score_gemma":0.0001495682,"domain_scores_codex":[0.9978513,0.0004215642,0.0007380189,0.0004657974,0.0000955905,0.000427756],"domain_scores_gemma":[0.9969115,0.00207863,0.0002821363,0.000186442,0.0003006631,0.0002405793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004179513,0.0004768247,0.5804926,0.0008352401,0.0006602637,0.000002614694,0.00004789801,0.001228855,0.01256804,0.01066212,0.03030297,0.3585431],"study_design_scores_gemma":[0.01244271,0.007730601,0.595664,0.0001253601,0.0003688016,0.00009304741,0.000005086474,0.1139462,0.00004776709,0.02488903,0.2444018,0.0002855983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1814233,0.002339869,0.7972422,0.01657893,0.0005444412,0.001615653,0.00003822555,0.0001346871,0.00008269192],"genre_scores_gemma":[0.9899606,0.0009619596,0.00592585,0.001992227,0.0005443424,0.000404706,0.0000853532,0.00002320065,0.0001018369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8085372,"threshold_uncertainty_score":0.9997866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363365223587542,"score_gpt":0.3348445519066617,"score_spread":0.3212108996707863,"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."}}