{"id":"W2338284284","doi":"","title":"Emergence of Serotype 19A Multi-Drug Resistant S. pneumoniae (MDR SPN) in Canada","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Serotype; Virology; Medicine; Drug resistance; Microbiology; Biology","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":[0.0002017509,0.0001482481,0.0003177301,0.0001214402,0.0001437105,0.000002088397,0.00009621624,0.00005038097,0.00006371617],"category_scores_gemma":[0.0003276873,0.0001320759,0.00006013013,0.0004187123,0.00006326217,0.00007020001,0.00004160146,0.0002632072,0.00001092057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117222,"about_ca_system_score_gemma":0.001173857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5150412,"about_ca_topic_score_gemma":0.7521517,"domain_scores_codex":[0.9985737,0.0000723744,0.0004718507,0.0002383342,0.0002968459,0.0003469145],"domain_scores_gemma":[0.9992265,0.00007028598,0.0001356187,0.0002301801,0.0001641514,0.0001733372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000591967,0.0001378351,0.913272,0.000139766,0.0000279108,0.0004724576,0.002049267,0.0002567749,0.0808662,0.0000147038,0.002185043,0.0005188563],"study_design_scores_gemma":[0.001503036,0.0002155988,0.9608245,0.0005901291,0.00004606531,0.0001694524,0.007890674,0.0006230692,0.01387898,0.000006394296,0.01387652,0.0003755124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956182,0.0002626522,0.00000711335,0.0004762933,0.0003102447,0.0002109985,0.00003969449,0.00003008019,0.003044742],"genre_scores_gemma":[0.9987801,0.0000774955,0.0002261424,0.0003171155,0.00007612954,0.00001292082,0.000004540615,0.00001903056,0.000486476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2371105,"threshold_uncertainty_score":0.5385898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899454533945941,"score_gpt":0.2487198408047509,"score_spread":0.2297252954652915,"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."}}