{"id":"W2019822176","doi":"10.1086/421352","title":"Increased Antibiotic Resistance in Respiratory Tract Pathogens: PROTEKT US—An Update","year":2004,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streptococcus pneumoniae; Telithromycin; Ketolide; Medicine; Respiratory tract infections; Antibiotic resistance; Antibiotics; Microbiology; Penicillin; Pneumococcal infections; Drug resistance; Sulfamethoxazole; Antimicrobial; Trimethoprim; Antibacterial agent; Moraxella catarrhalis; Biology; Internal medicine; Respiratory system","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":[0.0009488561,0.0008979994,0.003774234,0.0007206807,0.0002467446,0.00009748474,0.0003115928,0.001182708,0.000130241],"category_scores_gemma":[0.002684346,0.000725926,0.001921963,0.001176865,0.0005535,0.0002446965,0.00009620271,0.001884208,0.0004914405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006255154,"about_ca_system_score_gemma":0.00390363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002797666,"about_ca_topic_score_gemma":0.000229379,"domain_scores_codex":[0.9931151,0.001654758,0.002641547,0.001422949,0.0004398353,0.0007257549],"domain_scores_gemma":[0.9955159,0.0006957516,0.0009273847,0.001515597,0.0001944285,0.001150923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001309837,0.02787722,0.4964176,0.08329867,0.00114903,0.005861457,0.00002347404,0.000009470466,0.00001326737,0.0006225863,0.0007370455,0.3838592],"study_design_scores_gemma":[0.002402429,0.00103902,0.1602563,0.02957086,0.003247152,0.00005156496,0.000003744724,7.706969e-7,4.611592e-7,0.0003752728,0.8022358,0.0008166254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01254923,0.9809416,0.000008477882,0.00004844896,0.0008238058,0.003610564,0.0003974234,0.0005720678,0.001048379],"genre_scores_gemma":[0.00942636,0.9867173,0.00001037265,0.00173276,0.001140718,0.000380358,0.0003117514,0.0002064585,0.00007392413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8014988,"threshold_uncertainty_score":0.9995192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920610889295908,"score_gpt":0.4188149163066889,"score_spread":0.3396088074137298,"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."}}