{"id":"W2946803170","doi":"10.26633/rpsp.2019.65","title":"Consenso latinoamericano para definir, categorizar y notificar patógenos multirresistentes, con resistencia extendida o panresistentes","year":2019,"lang":"es","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Humanities; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009112837,0.001560589,0.002968691,0.0005459235,0.0007922929,0.0004044787,0.001548589,0.001035606,0.002879333],"category_scores_gemma":[0.0007601036,0.001466668,0.001231273,0.001523508,0.002465897,0.00019764,0.0004298356,0.0015242,0.006971938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685458,"about_ca_system_score_gemma":0.001306928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004406,"about_ca_topic_score_gemma":0.0001062328,"domain_scores_codex":[0.9899502,0.002179706,0.002228689,0.002437323,0.0004690301,0.002735019],"domain_scores_gemma":[0.992417,0.001728401,0.001961012,0.002836303,0.0005268408,0.0005304172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003252154,0.002225592,0.3741046,0.005535461,0.006093487,0.0008441168,0.001299731,0.00002755043,0.5127628,0.02545584,0.0445733,0.02382536],"study_design_scores_gemma":[0.003602185,0.001485038,0.2358994,0.002063555,0.001790325,0.0003361112,0.00444464,0.0001496256,0.004112029,0.00004179646,0.7431757,0.002899596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837099,0.1384718,0.0003894063,0.004131807,0.00165392,0.003433431,0.002205368,0.0006920419,0.01192319],"genre_scores_gemma":[0.9630854,0.01499172,0.001267288,0.001921828,0.0002423212,0.00005362646,0.0006686225,0.0002760687,0.01749316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986024,"threshold_uncertainty_score":0.9997143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440323842338998,"score_gpt":0.2534939640169962,"score_spread":0.2390907255936062,"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."}}