{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005216582,0.0005521965,0.0004720881,0.001375399,0.001343595,0.0007661219,0.0007682164,0.0004498558,0.0006798578],"category_scores_gemma":[0.002101657,0.0003077748,0.0003991984,0.002444099,0.0004344472,0.0001922671,0.0003546743,0.0004665687,0.0002335949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01184322,"about_ca_system_score_gemma":0.01056628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96512,"about_ca_topic_score_gemma":0.980619,"domain_scores_codex":[0.9987797,0.00005439143,0.00006256344,0.0001262058,0.0007267547,0.0002503834],"domain_scores_gemma":[0.9977585,0.00007932202,0.0002688124,0.00003183964,0.001529905,0.0003315964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003175403,0.00007784184,0.9756184,0.0002124905,0.0001074163,0.0003772363,0.0008578284,0.0002024318,0.002966387,0.00003862597,0.003725163,0.01549859],"study_design_scores_gemma":[0.00001078611,0.00005393263,0.9967239,0.0000186778,0.00002828304,0.000300011,0.0002129301,0.0001151026,0.0004422395,0.000003266112,0.002082565,0.000008231162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888074,0.0019663,0.0001711004,0.0002248514,0.00001346061,0.00009338191,0.006022555,0.00003845767,0.002662514],"genre_scores_gemma":[0.9910169,0.00140909,0.0006119671,0.0003484949,0.0000139732,0.00004142755,0.005294281,0.00001215966,0.001251764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03487998,"threshold_uncertainty_score":0.08592898,"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."}}