{"id":"W2009966372","doi":"10.1053/srin.2001.25620","title":"Introduction: Clinical relevance of antimicrobial resistance☆","year":2001,"lang":"en","type":"article","venue":"Seminars in Respiratory Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Antimicrobial; Relevance (law); Antibiotic resistance; Intensive care medicine; Anti-Infective Agents; Microbiology; Antibiotics","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":[0.002437945,0.0008191968,0.0006671972,0.0006493825,0.000606277,0.002097583,0.001076588,0.005593346,0.01666038],"category_scores_gemma":[0.007012679,0.0002160619,0.0004106297,0.0007187476,0.00170631,0.001781347,0.001085519,0.004259826,0.008076174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000713352,"about_ca_system_score_gemma":0.001166447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358654,"about_ca_topic_score_gemma":0.0003088462,"domain_scores_codex":[0.9984924,0.0004434708,0.0001924354,0.0003837506,0.0003522255,0.0001357293],"domain_scores_gemma":[0.9935215,0.00370911,0.0005859907,0.0001963959,0.001395058,0.0005919394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007658911,0.0001757097,0.004184686,0.005028121,0.0000611643,0.00343396,0.0005174091,0.0001719693,0.00555018,0.01862074,0.6058713,0.3556188],"study_design_scores_gemma":[0.0001062835,0.0003710701,0.004776899,0.001411942,0.00006419265,0.01320495,0.0002347044,0.0001655752,0.001988891,0.009672261,0.9679603,0.00004286908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01405763,0.3684959,0.008615395,0.3721471,0.1759543,0.0001200384,0.0008075508,0.0005687387,0.05923342],"genre_scores_gemma":[0.1536272,0.1146952,0.006489406,0.2554649,0.4256082,0.0002243661,0.0008765265,0.0002614186,0.04275268],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01666038,"threshold_uncertainty_score":0.05573446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761750175513509,"score_gpt":0.2976050445720056,"score_spread":0.2799875428168705,"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."}}