{"id":"W1988870693","doi":"10.1371/journal.pone.0125155","title":"An Assessment of Antimicrobial Resistant Disease Threats in Canada","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention","keywords":"Prioritization; Public health; Epidemiology; Transmission (telecommunications); Antibiotic resistance; Medicine; Environmental health; Biology; Antibiotics; Microbiology; Internal medicine; Business; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076168,0.00008582322,0.0002396907,0.00004041314,0.00002814257,0.000003159363,0.0001458451,0.00005098779,0.00006414431],"category_scores_gemma":[0.00002091696,0.00007491496,0.00001789301,0.00007931155,0.00006864972,0.00004405552,0.00002680242,0.0001144275,0.000009393174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629972,"about_ca_system_score_gemma":0.001591113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2622643,"about_ca_topic_score_gemma":0.6276971,"domain_scores_codex":[0.9992656,0.00009567389,0.0002074028,0.0001716967,0.00006056643,0.0001991075],"domain_scores_gemma":[0.9995298,0.00002314759,0.00007071753,0.0002599208,0.00006373141,0.00005266921],"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":[0.0004078902,0.001959537,0.3113472,0.00012389,0.0001677885,0.00005889214,0.0001014681,0.00001626905,0.6841948,0.0004762368,0.001059964,0.00008610819],"study_design_scores_gemma":[0.002963529,0.0002617051,0.7184926,0.0007579108,0.0002020192,0.000001862171,0.0005564475,0.00007228761,0.2759045,0.0002063111,0.00020851,0.0003722902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976549,0.0009306808,0.00001110875,0.0002375052,0.00008450566,0.0001300738,0.0000808836,0.0000106505,0.0008597618],"genre_scores_gemma":[0.9989324,0.00006832851,0.0003184928,0.00008958462,0.00001240094,0.000001744186,0.00006182423,0.000008268106,0.0005069142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4082903,"threshold_uncertainty_score":0.7426484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804788936484817,"score_gpt":0.2652386636559675,"score_spread":0.2271907742911194,"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."}}