{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005323827,0.0003711803,0.0004260856,0.00179485,0.003260577,0.00180022,0.000975739,0.001013284,0.003202993],"category_scores_gemma":[0.001334017,0.000511986,0.0005635147,0.002167001,0.0006840331,0.00043959,0.0008531417,0.001404222,0.0002354526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04306128,"about_ca_system_score_gemma":0.07130045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968496,"about_ca_topic_score_gemma":0.998625,"domain_scores_codex":[0.9989759,0.00004542715,0.00004744394,0.00009807689,0.0003857774,0.0004475515],"domain_scores_gemma":[0.9973761,0.00006240675,0.0002083759,0.00002563433,0.001251657,0.001075831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004910065,0.0001333162,0.9548067,0.0001731334,0.00009070549,0.002228329,0.001648315,0.0006334175,0.003062893,0.0006575269,0.009189066,0.02688555],"study_design_scores_gemma":[0.00002826293,0.00008342256,0.9888977,0.00006621527,0.00003577177,0.0005168369,0.002819145,0.0006424703,0.0003057917,0.0000417006,0.006535079,0.00002751601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796189,0.00254906,0.0003434671,0.004277965,0.0001598852,0.000119881,0.003714288,0.00005582955,0.009160759],"genre_scores_gemma":[0.9922411,0.001649373,0.0003387949,0.000945179,0.00002824728,0.00001295625,0.0007095167,0.00001712162,0.004057619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04306128,"threshold_uncertainty_score":0.3124328,"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."}}