{"id":"W2956079173","doi":"10.1016/j.jval.2019.04.919","title":"PIN49 EXAMINING THE CLINICAL AND ECONOMIC IMPACT OF ANTIMICROBIAL RESISTANCE AT ACUTE CARE FACILITIES: A PRACTICAL TOOL","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network; Becton Dickinson (Canada)","funders":"","keywords":"Medicine; Antibiotic resistance; Klebsiella pneumonia; Intensive care medicine; Enterococcus faecalis; Pseudomonas aeruginosa; Pneumonia; Antimicrobial stewardship; Enterococcus faecium; Emergency medicine; Staphylococcus aureus; Internal medicine; Antibiotics; Microbiology; Biology","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":[0.006584358,0.001221842,0.0009638389,0.004190048,0.001001083,0.004765585,0.001563276,0.001163784,0.02836581],"category_scores_gemma":[0.02670689,0.0004949659,0.0008354823,0.003276288,0.0007816736,0.003125915,0.00383033,0.001801397,0.003072094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408995,"about_ca_system_score_gemma":0.002821422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451268,"about_ca_topic_score_gemma":0.004543236,"domain_scores_codex":[0.9950429,0.0023414,0.0003446368,0.0002412945,0.001665961,0.000363833],"domain_scores_gemma":[0.9871728,0.006629849,0.001684221,0.0005316415,0.003170527,0.000810834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008358522,0.001098993,0.2592064,0.0024122,0.0006837943,0.001795121,0.0008778573,0.001996807,0.00196893,0.01775084,0.07052188,0.6408513],"study_design_scores_gemma":[0.000323459,0.004629536,0.6494327,0.00449411,0.0009314913,0.005418218,0.01103454,0.0147951,0.008521868,0.09042896,0.209651,0.0003390468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2726349,0.01757637,0.07991842,0.08450776,0.003456131,0.002863708,0.01348602,0.001435739,0.524121],"genre_scores_gemma":[0.8939396,0.00888819,0.06365357,0.005725945,0.001267757,0.00169385,0.002361875,0.0001542094,0.02231508],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02836581,"threshold_uncertainty_score":0.0948931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440263655330046,"score_gpt":0.3484250662317067,"score_spread":0.3040224296784063,"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."}}