{"id":"W1867649574","doi":"10.1111/j.1469-0691.2005.01258.x","title":"Report of the Consensus Conference on Antibiotic Resistance; Prevention and Control (ARPAC)","year":2005,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Antibiotic resistance; Context (archaeology); Infection control; European commission; Clinical microbiology; European union; Resistance (ecology); Commission; Medicine; Political science; Antibiotics; Intensive care medicine; Business; Biology; Microbiology; Law","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":[0.0005932712,0.0001289434,0.0003405589,0.00003557926,0.0001869359,0.000005330502,0.00005969897,0.0004446714,0.00005138095],"category_scores_gemma":[0.0003066012,0.00008447751,0.0001033222,0.0000596785,0.001297129,0.00002632749,0.00003961166,0.0003459833,0.00002852036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000104042,"about_ca_system_score_gemma":0.0000490731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001303585,"about_ca_topic_score_gemma":0.0001832109,"domain_scores_codex":[0.9984732,0.0004668711,0.0005562113,0.0003243474,0.00001006616,0.0001692647],"domain_scores_gemma":[0.998992,0.0003225233,0.000356097,0.0002340372,0.00007738966,0.00001795888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001073629,0.0006335952,0.2694494,0.0001126576,0.0004490432,0.000006907648,0.00007816523,0.000002826851,0.7048488,0.008011032,0.007192669,0.00814126],"study_design_scores_gemma":[0.00618051,0.001344541,0.7723047,0.0006320212,0.0003728873,0.001166811,0.00005755726,0.000008607002,0.1243928,0.001069216,0.09205995,0.0004103767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942082,0.001289399,0.0001127471,0.001752669,0.0007788921,0.0002558192,0.00001860245,0.00002417037,0.001559548],"genre_scores_gemma":[0.9953269,0.0005466521,0.00004462495,0.0003246646,0.00005287798,0.000001090768,0.00001392198,0.000005728326,0.003683537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580456,"threshold_uncertainty_score":0.4779327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329058173745716,"score_gpt":0.3041335800910355,"score_spread":0.2808429983535783,"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."}}