{"id":"W3157922476","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a2717","title":"Long-Term Sustainability and Acceptance of Antimicrobial Stewardship in Intensive Care","year":2021,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Sustainability; Term (time); Stewardship (theology); Antimicrobial stewardship; Business; Risk analysis (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01490322,0.0001765383,0.0003066501,0.0009936014,0.001532911,0.004848404,0.0011014,0.001954681,0.002712085],"category_scores_gemma":[0.07638064,0.000202314,0.0005626053,0.000978757,0.002100552,0.003447992,0.00366766,0.003249815,0.0003815466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003647747,"about_ca_system_score_gemma":0.008675809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847609,"about_ca_topic_score_gemma":0.01073989,"domain_scores_codex":[0.9871617,0.004700922,0.001098809,0.0007736022,0.003211438,0.003053514],"domain_scores_gemma":[0.9043034,0.01927338,0.03572571,0.004451561,0.01683668,0.01940928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003186797,0.0009490363,0.935194,0.00007239827,0.0001222022,0.000128475,0.004176881,0.0001725544,0.000437439,0.001122869,0.0008638268,0.05644172],"study_design_scores_gemma":[0.00001630441,0.0004994712,0.9890206,0.000142495,0.0000316327,0.00009179328,0.006019636,0.0005384395,0.0003117433,0.001219703,0.002081046,0.00002708012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901714,0.0006934777,0.0002440198,0.006598482,0.00006855172,0.00001426656,0.00005642073,0.00001135321,0.002141975],"genre_scores_gemma":[0.9992588,0.0001032271,0.00008847066,0.0003067276,0.00002983945,0.000005832052,0.00002787556,0.000002918114,0.0001762398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490322,"threshold_uncertainty_score":0.07881671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008453453039952924,"score_gpt":0.2563843358004145,"score_spread":0.2479308827604615,"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."}}