{"id":"W2018561236","doi":"10.1517/14728214.9.1.191","title":"Superbugs & Superdrugs: A Focus on Antibacterials – 6th Annual SMi Conference","year":2004,"lang":"en","type":"article","venue":"Expert Opinion on Emerging Drugs","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pyrogenesis (Canada)","funders":"","keywords":"Medicine; Cephalosporin; 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":[0.001564467,0.001598783,0.0008598685,0.001389427,0.0006844254,0.001883497,0.0009047204,0.002780059,0.09344579],"category_scores_gemma":[0.0007919691,0.0005283917,0.0007927298,0.000602479,0.0003839135,0.001469271,0.0009602192,0.003045956,0.03270098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126229,"about_ca_system_score_gemma":0.001001301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000763008,"about_ca_topic_score_gemma":0.002950166,"domain_scores_codex":[0.9995364,0.00004750716,0.00001560854,0.00004585603,0.0002513493,0.000103323],"domain_scores_gemma":[0.9994701,0.00007232478,0.00003387604,0.00001784507,0.000190406,0.0002155142],"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":[0.0003192996,0.0001548283,0.0001095789,0.0003222468,0.00002083982,0.0001605526,0.00001646466,0.0002509186,0.01670019,0.00190532,0.7411606,0.2388792],"study_design_scores_gemma":[0.00005314909,0.0002375706,0.0004468183,0.00006490962,0.00001598009,0.0003189824,0.00001536521,0.0005830625,0.008680725,0.0006638183,0.9889036,0.00001607292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02377029,0.2552029,0.04453808,0.1246222,0.1420161,0.001313118,0.002101091,0.006341422,0.4000949],"genre_scores_gemma":[0.03009704,0.07359916,0.01513743,0.02032857,0.01805613,0.0006114931,0.00177272,0.0007457404,0.8396518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09344579,"threshold_uncertainty_score":0.3126073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002027768341804,"score_gpt":0.3296238282892215,"score_spread":0.2996035506058035,"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."}}