{"id":"W161529869","doi":"10.1007/978-3-642-59681-0_3","title":"Antimicrobial Chemotherapy—Tomorrow","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Hospital; Hamilton General Hospital","funders":"","keywords":"Intensive care medicine; Disease; Antimicrobial; Antibiotic resistance; Population; Antibiotics; Medicine; Drug resistance; Infectious disease (medical specialty); Biology; Environmental health; Pathology; 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":[0.0002397554,0.0006418656,0.0003881081,0.0007954335,0.0005428693,0.001649778,0.0005402417,0.00133845,0.03908923],"category_scores_gemma":[0.0004296055,0.0001919727,0.0002038083,0.0006573228,0.0007686283,0.002116454,0.0009092755,0.002424312,0.01614663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268001,"about_ca_system_score_gemma":0.0009172676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238708,"about_ca_topic_score_gemma":0.0105088,"domain_scores_codex":[0.9998702,0.00002781945,0.000005604279,0.00002017301,0.00006069534,0.00001552633],"domain_scores_gemma":[0.9999018,0.00003027366,0.000007182058,0.000009073363,0.00003092102,0.00002089678],"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":[0.00002639268,0.00004932096,0.00006666948,0.0002463836,0.000003736295,0.00007627514,0.0001702789,0.0001506367,0.0006735492,0.03420179,0.6331711,0.3311638],"study_design_scores_gemma":[0.000001311042,0.000006379477,0.00004518835,0.00009837914,0.000001192391,0.00007658028,0.00001968472,0.00002060808,0.00006799943,0.002302283,0.997359,0.000001408016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006705009,0.2666802,0.002449244,0.02266609,0.01884499,0.00004021459,0.0001055335,0.0001478548,0.6883953],"genre_scores_gemma":[0.003190882,0.07069955,0.001258122,0.01130854,0.003345968,0.00003180262,0.00007118114,0.00006719901,0.9100269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03908923,"threshold_uncertainty_score":0.1307665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371346353433333,"score_gpt":0.24821069865191,"score_spread":0.2344972351175767,"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."}}