{"id":"W2783514843","doi":"10.3201/eid2402.171268","title":"Spread of Meropenem-Resistant<i>Streptococcus pneumoniae</i>Serotype 15A-ST63 Clone in Japan, 2012–2014","year":2018,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serotype; Meropenem; Streptococcus pneumoniae; Multilocus sequence typing; Microbiology; Pneumococcal infections; Biology; Virology; Gene; Antibiotic resistance; Genetics; Genotype; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000182332,0.0003472271,0.0006209453,0.000526474,0.0002418131,0.00002759357,0.0001547809,0.0001498092,0.001063308],"category_scores_gemma":[0.000340788,0.0003140679,0.0002682293,0.0007906382,0.0003908317,0.0002462176,0.00009610609,0.0002803664,0.000382776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326697,"about_ca_system_score_gemma":0.0002536688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004048885,"about_ca_topic_score_gemma":0.0007234795,"domain_scores_codex":[0.9977931,0.0001353873,0.0006516043,0.0005081742,0.0003727125,0.0005389687],"domain_scores_gemma":[0.9982324,0.0001104496,0.0002550056,0.0006727497,0.0003933954,0.0003360475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001078093,0.0009469341,0.8810315,0.0001873437,0.0001588772,0.0000422606,0.0001859234,0.00005253906,0.1090024,0.0001727057,0.005879416,0.002232337],"study_design_scores_gemma":[0.002462782,0.001665974,0.9504672,0.0004448592,0.000396328,0.00003824732,0.0001404729,0.00008367723,0.006628718,0.0002129333,0.03699198,0.0004667772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871285,0.0007148356,0.00005315397,0.0006127566,0.0007791916,0.0007167619,0.00005724085,0.0002956617,0.00964189],"genre_scores_gemma":[0.9977479,0.0001736579,0.000008717742,0.0006522515,0.0005198298,0.0001324323,0.00002498467,0.00006279986,0.0006774527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023737,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009791585567871856,"score_gpt":0.2796960379384095,"score_spread":0.2699044523705376,"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."}}