{"id":"W2294160272","doi":"10.1086/501772","title":"SHEA Conference on Antimicrobial Resistance","year":2000,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Resistance (ecology); Medicine; Microbiology; Biology; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483751,0.0001805951,0.0003192511,0.00002858353,0.0001205966,0.00001553337,0.0000788632,0.0002407342,0.0001485935],"category_scores_gemma":[0.0003092305,0.0001623454,0.00008583027,0.00003970563,0.0002587917,0.00000677435,0.00001640049,0.0001289106,0.00006343154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001210412,"about_ca_system_score_gemma":0.00002708269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006831749,"about_ca_topic_score_gemma":0.0001012466,"domain_scores_codex":[0.9986506,0.0002326489,0.0003171246,0.0004573299,0.00003900122,0.0003033701],"domain_scores_gemma":[0.9994175,0.00008868252,0.0001051176,0.0002478856,0.0000557213,0.00008510641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004064452,0.0005717684,0.7131223,0.0001287469,0.0004192759,0.00002295813,0.0000874022,0.0004031905,0.1222716,0.02637388,0.07684591,0.05568849],"study_design_scores_gemma":[0.002324185,0.001340947,0.7991201,0.0000669152,0.0000360767,0.00002802251,0.000006223366,0.0001938929,0.001690699,0.002294098,0.1923538,0.0005451313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857261,0.0002911702,0.001736342,0.003043439,0.0003545502,0.0002024868,0.00002696801,0.00002991935,0.008589051],"genre_scores_gemma":[0.9932986,0.001481413,0.0002668182,0.002418967,0.000363626,0.00001142176,0.00003395678,0.00001440381,0.002110714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205809,"threshold_uncertainty_score":0.6620254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169767262621941,"score_gpt":0.2651698053986529,"score_spread":0.2534721327724335,"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."}}