{"id":"W2338988165","doi":"","title":"Activity of Cethromycin and Comparators versus Defined Phenotypes of Streptococcus pneumoniae (SPN) Obtained from Hospitals Across Canada : Results from 2007 CANWARD Study","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":"Streptococcus pneumoniae; Phenotype; Medicine; Microbiology; Biology; Statistics; Mathematics; Genetics; Gene; 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"],"consensus_categories":[],"category_scores_codex":[0.0002745919,0.0002816873,0.0008099956,0.00005245984,0.0002845859,0.000008841274,0.0001230556,0.0001204608,0.00001617493],"category_scores_gemma":[0.0008892686,0.0002516229,0.00008160469,0.0002827957,0.0002085488,0.0001118253,0.0001063366,0.0003002833,0.000002047418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268561,"about_ca_system_score_gemma":0.0006013716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6521185,"about_ca_topic_score_gemma":0.3851271,"domain_scores_codex":[0.9978135,0.0001781409,0.0006658104,0.000474188,0.000468855,0.0003994767],"domain_scores_gemma":[0.9976475,0.0008803136,0.0004617527,0.0004251142,0.000322165,0.0002631315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116125,0.0004624559,0.9484317,0.00003734549,0.0004272003,0.0001158048,0.008791964,0.0001368159,0.03886585,0.000001318895,0.0005022379,0.001066037],"study_design_scores_gemma":[0.006274137,0.001093225,0.9637964,0.0001343026,0.0001673914,0.000002652718,0.01019479,0.00006203495,0.01748561,0.000003233371,0.0005459746,0.0002402954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953201,0.0001693478,0.000003584465,0.0001598542,0.0004999156,0.0006111466,0.002663692,0.00004788072,0.0005244788],"genre_scores_gemma":[0.9995958,0.00001626471,0.00006467199,0.00004203647,0.0001675702,0.00001455786,0.00004673985,0.00002493199,0.00002748204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2669914,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261581939724866,"score_gpt":0.2873035507014681,"score_spread":0.2646877313042195,"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."}}