{"id":"W2300100092","doi":"","title":"Activity of Doripenem vs. Comparator Carbapenems vs. Prevalent Canadian Hospital Pathogens: CANWARD 2007","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Doripenem; Medicine; Carbapenem; Meropenem; Antibiotics; Microbiology; Virology; Biology; Antibiotic resistance","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":[0.000246559,0.0002346653,0.0004650611,0.000104514,0.0004035913,0.000006332125,0.0002660285,0.0002696492,0.0001749178],"category_scores_gemma":[0.0001103336,0.0002134368,0.0001266967,0.0001499914,0.0003054698,0.0001005515,0.00006299224,0.0002969668,0.0001849698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009934438,"about_ca_system_score_gemma":0.0004309698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06740973,"about_ca_topic_score_gemma":0.02254795,"domain_scores_codex":[0.9983914,0.0001624989,0.0003358189,0.0003706911,0.00007766073,0.0006618985],"domain_scores_gemma":[0.9991001,0.00008809422,0.0002119793,0.0003051278,0.0001740939,0.0001205823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009282,0.0008780189,0.6358533,0.0005198256,0.000899355,0.0004807641,0.01378128,0.0001150783,0.1861558,0.0003495109,0.1566345,0.003323339],"study_design_scores_gemma":[0.002744955,0.001268572,0.5636948,0.0006298457,0.0001972954,0.0001848289,0.003002665,0.00002341292,0.3016786,0.0000169921,0.1252669,0.001291069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898115,0.003558793,0.00001192519,0.0002360596,0.001230768,0.0002773372,0.0003492663,0.00004455894,0.004479837],"genre_scores_gemma":[0.9975126,0.0002466413,0.0001132465,0.0001774175,0.0001090205,0.000004969116,0.00003458695,0.00002161761,0.001779834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155228,"threshold_uncertainty_score":0.995288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009567824617326217,"score_gpt":0.2158088794593251,"score_spread":0.2062410548419989,"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."}}