{"id":"W2159604014","doi":"10.1128/aac.47.6.1867-1874.2003","title":"Antimicrobial Resistance in Respiratory Tract <i>Streptococcus pneumoniae</i> Isolates: Results of the Canadian Respiratory Organism Susceptibility Study, 1997 to 2002","year":2003,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Manitoba; Health Sciences Centre","funders":"","keywords":"Gatifloxacin; Microbiology; Moxifloxacin; Trovafloxacin; Streptococcus pneumoniae; Penicillin; Levofloxacin; Ciprofloxacin; Quinupristin; Dalfopristin; Antibacterial agent; Linezolid; Trimethoprim; Antibiotics; Biology; Medicine; Vancomycin; Staphylococcus aureus; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007286393,0.0003768869,0.0005758069,0.0002808344,0.0004249604,0.00005886289,0.0002519028,0.0002598653,0.0001036159],"category_scores_gemma":[0.0001423218,0.0002958505,0.0001692822,0.000862836,0.0002502049,0.0001029966,0.00004142211,0.0004852824,0.00002246656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656875,"about_ca_system_score_gemma":0.0007840658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426824,"about_ca_topic_score_gemma":0.1587356,"domain_scores_codex":[0.9973065,0.0002926704,0.0008525969,0.0007208961,0.0002318911,0.0005954137],"domain_scores_gemma":[0.9983662,0.00004613135,0.000225417,0.0008408807,0.0001697812,0.0003515496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681232,0.001388903,0.6833078,0.00008051467,0.00007174657,0.00005145021,0.00182255,0.00000535049,0.2716806,0.00002416638,0.0412249,0.0001738875],"study_design_scores_gemma":[0.005040217,0.0003846668,0.6807411,0.000211937,0.00004730007,0.00001216133,0.0001490165,6.466918e-7,0.02411416,0.00001442208,0.2889531,0.0003312888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912215,0.00002831964,0.000002024369,0.004278377,0.0003060108,0.001819967,0.0001588823,0.0000346811,0.002150259],"genre_scores_gemma":[0.9724134,0.00003210692,0.00003185141,0.0268194,0.00007876285,0.00001847374,0.000003542206,0.00005486182,0.0005476265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2477282,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856184588996967,"score_gpt":0.2677002680755139,"score_spread":0.2491384221855442,"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."}}