{"id":"W2012515085","doi":"10.1186/cc9636","title":"Sustainability of an antimicrobial stewardship program in a community hospital ICU at 3 months post implementation","year":2011,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Sustainability; Intensive care medicine; Stewardship (theology); Emergency medicine; Nursing; Antibiotic resistance; Antibiotics; Microbiology","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":[0.007035158,0.0003035441,0.0003395824,0.0008514544,0.00256468,0.001825398,0.001154717,0.001135146,0.001650122],"category_scores_gemma":[0.01486477,0.0003291194,0.0004273757,0.0006088971,0.0008886238,0.001458909,0.002516832,0.001602579,0.0002179778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003892992,"about_ca_system_score_gemma":0.01567768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02172329,"about_ca_topic_score_gemma":0.04778166,"domain_scores_codex":[0.9960449,0.001079081,0.0002314654,0.0002634941,0.0007807878,0.001600278],"domain_scores_gemma":[0.9841667,0.001156742,0.002016028,0.0005481283,0.003703614,0.008408687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0033423,0.02910775,0.5881863,0.0002963539,0.000129863,0.002453834,0.01741922,0.00117011,0.01319369,0.0005647221,0.002740202,0.3413957],"study_design_scores_gemma":[0.0002646817,0.01426201,0.9688412,0.00007581883,0.00004176896,0.0001965179,0.01000042,0.0009175055,0.002537666,0.0002252838,0.002583598,0.00005348081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973624,0.00004361148,0.0001912721,0.0008530021,0.00002171465,0.0003473252,0.00005283178,0.00003845181,0.001089302],"genre_scores_gemma":[0.9982387,0.00002375839,0.0007122444,0.0002488736,0.00001816135,0.0002157016,0.00006066384,0.000004776725,0.0004770784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172329,"threshold_uncertainty_score":0.0431937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651025648442889,"score_gpt":0.3192505970676104,"score_spread":0.3027403405831815,"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."}}