{"id":"W2102463917","doi":"10.1089/1076629041310064","title":"Development of a Standardized Susceptibility Test for <i>Campylobacter</i> with Quality-Control Ranges for Ciprofloxacin, Doxycycline, Erythromycin, Gentamicin, and Meropenem","year":2004,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Campylobacter jejuni; Microbiology; Erythromycin; Ciprofloxacin; Campylobacter; Agar dilution; Gentamicin; Meropenem; Biology; Campylobacter fetus; Imipenem; Minimum inhibitory concentration; Antimicrobial; Antibiotics; Antibiotic resistance; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001240895,0.0003076229,0.0007763347,0.0000171993,0.0003170577,0.00003785468,0.0002613849,0.0001241478,0.00001735801],"category_scores_gemma":[0.0002732371,0.0001370161,0.000155025,0.0001732845,0.0002418687,0.00009584246,0.00004457834,0.00009442395,0.000001485732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015423,"about_ca_system_score_gemma":0.00007796858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071081,"about_ca_topic_score_gemma":0.01802816,"domain_scores_codex":[0.9977552,0.0001159338,0.0007909348,0.0006777934,0.0001497196,0.0005103968],"domain_scores_gemma":[0.9979065,0.001132242,0.0003923249,0.0001417528,0.0003052226,0.0001219742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003235701,0.0001686648,0.005217999,0.0001802207,0.00006230993,6.740909e-7,0.0003227805,0.000003722397,0.9864357,0.0001414997,0.0006710998,0.003559701],"study_design_scores_gemma":[0.01634253,0.0008403615,0.2278051,0.0005095362,0.0002006195,0.00000843223,0.001274137,0.000002972394,0.5971633,0.001734749,0.1528041,0.001314127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922789,0.0005478468,0.002145729,0.00212269,0.00009008606,0.001649903,0.001071574,0.00005041651,0.00004280188],"genre_scores_gemma":[0.9768173,0.00005775872,0.0218071,0.0005624717,0.0001454173,0.0001475139,0.0001713097,0.000005641742,0.0002854887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892723,"threshold_uncertainty_score":0.9998903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166818307363677,"score_gpt":0.2513695883893255,"score_spread":0.2346877576529579,"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."}}