{"id":"W3116652705","doi":"","title":"Evolution and Characterization of Penicillin-Resistant Streptococcus pneumoniae in Canadian Hospitals 2007-2010","year":2012,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manitoba Medical Service Foundation; Heart and Stroke Foundation of Canada","keywords":"Streptococcus pneumoniae; Penicillin; Microbiology; Medicine; Antibiotics; Biology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005862525,0.0005280929,0.0004976599,0.004402982,0.002760364,0.001291852,0.001281888,0.0005526599,0.00113],"category_scores_gemma":[0.002347548,0.0003252714,0.0005108977,0.005744541,0.0005164687,0.0002886585,0.0007857096,0.0005671184,0.0002895462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02363569,"about_ca_system_score_gemma":0.02681933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861731,"about_ca_topic_score_gemma":0.9918778,"domain_scores_codex":[0.9980928,0.00005383227,0.0001148456,0.0002430182,0.001068035,0.000427479],"domain_scores_gemma":[0.9967698,0.0000762869,0.0002986315,0.00005666405,0.002305199,0.0004935344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517055,0.00003766397,0.9768064,0.0001178621,0.0000456028,0.0003937637,0.001972622,0.0001373776,0.003681327,0.0001378498,0.002036897,0.01448108],"study_design_scores_gemma":[0.000003158757,0.00002902576,0.9953569,0.00002533034,0.00001658017,0.0002926853,0.0009908372,0.0001357743,0.0003927798,0.000008567587,0.002735847,0.00001244886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829964,0.002071106,0.0002610518,0.0004202691,0.00003213285,0.0001184493,0.008480114,0.00003147633,0.005589021],"genre_scores_gemma":[0.9871631,0.001764689,0.0008538325,0.0003525843,0.00002281636,0.00004019919,0.007282835,0.00001491016,0.002505035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363569,"threshold_uncertainty_score":0.1714897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011919114141327,"score_gpt":0.2029154445968098,"score_spread":0.1927962534553965,"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."}}