{"id":"W2297248401","doi":"10.4187/respcare.04519","title":"Intratracheal Administration of Antimicrobial Agents in Mechanically Ventilated Adults: An International Survey on Delivery Practices and Safety","year":2016,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Intensive care; Intensive care medicine; Medical prescription; Drug administration; Health care; Nursing; Pharmacology","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":[0.001740178,0.0001769333,0.0002493642,0.0008251821,0.0001697063,0.0003881114,0.0002667521,0.0005027724,0.0009117016],"category_scores_gemma":[0.004139335,0.0002142603,0.0003711855,0.001150499,0.0002610619,0.0006587461,0.0006403386,0.0004211403,0.000236001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529561,"about_ca_system_score_gemma":0.0002770992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738958,"about_ca_topic_score_gemma":0.002597322,"domain_scores_codex":[0.9985846,0.0004438976,0.0003419376,0.0001852411,0.0002795633,0.0001648593],"domain_scores_gemma":[0.9943936,0.0007939874,0.003614238,0.0002415541,0.0005335195,0.0004231489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001590069,0.00002169225,0.997839,0.00002465673,0.00001465733,0.00001847088,0.0003119815,0.000009394775,0.0001069043,0.00000509978,0.00009916062,0.001533008],"study_design_scores_gemma":[0.000001142386,0.00005874134,0.9991906,0.00001503427,0.000004416681,0.00006168174,0.000467716,0.00003349644,0.00002404026,0.000001912438,0.0001397032,0.000001535492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984437,0.0004306771,0.00007794923,0.0001306388,0.00000508334,0.00001625682,0.0004265857,0.000003668379,0.000465532],"genre_scores_gemma":[0.9991317,0.0003088255,0.00008664973,0.0000926148,0.000007067759,0.00001472876,0.0002809487,0.000001479052,0.0000760105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003738958,"threshold_uncertainty_score":0.009203017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05466344707220879,"score_gpt":0.366122510484032,"score_spread":0.3114590634118232,"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."}}