{"id":"W2036390843","doi":"10.3201/eid2005.131371","title":"Extensively Drug-Resistant<i>Streptococcus pneumoniae</i>, South Korea, 2011–2012","year":2014,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Asia Pacific Foundation of Canada","funders":"Samsung; Ministry of Education, Science and Technology; National Research Foundation of Korea; National Research Foundation","keywords":"Streptococcus pneumoniae; Pneumococcal infections; Medicine; Drug resistance; Drug; Antimicrobial; Antimicrobial drug; Microbiology; Multi drug resistant; Antibiotics; Intensive care medicine; Biology; Pharmacology","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":[],"category_scores_codex":[0.0001644513,0.0004286274,0.000552594,0.0003693098,0.000602321,0.00006916751,0.0001310739,0.0001200225,0.0007969111],"category_scores_gemma":[0.0004321804,0.0003772017,0.000426657,0.0003527158,0.0002132408,0.0002318024,0.00008204389,0.0003498539,0.0009694623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180124,"about_ca_system_score_gemma":0.0001821039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007002897,"about_ca_topic_score_gemma":0.00005002645,"domain_scores_codex":[0.9976792,0.0001616047,0.0004641601,0.0006119829,0.0004275368,0.000655524],"domain_scores_gemma":[0.9978926,0.0001521799,0.0002134865,0.0007066445,0.0004032688,0.0006317921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005967005,0.0008522054,0.9358068,0.000254757,0.0003435802,0.0001072972,0.0004522201,0.0002064333,0.02441883,0.0006319271,0.03070756,0.006158686],"study_design_scores_gemma":[0.002498718,0.0005289455,0.7817071,0.0002115535,0.0008836246,0.00009104341,0.0002372115,0.0002495901,0.0006791355,0.0005487725,0.2115939,0.0007703546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758111,0.0006659769,0.0004946351,0.001960611,0.001302873,0.0007228787,0.00008097388,0.001283866,0.01767703],"genre_scores_gemma":[0.9932436,0.00005113766,0.000008265789,0.002794455,0.0009096542,0.0001657885,0.0000396192,0.00008672314,0.00270079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1808864,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007626068746898355,"score_gpt":0.246354487075851,"score_spread":0.2387284183289527,"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."}}