{"id":"W2001399552","doi":"10.1097/01.cpm.0000197326.22094.5b","title":"Quinolones Are Better for Pneumonia… But at What Cost?","year":2006,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Diarrhea; Pneumonia; Outbreak; Microbiology; Risk factor; Intensive care medicine; Virology; Antibiotics; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002195958,0.0007947137,0.002016457,0.001062697,0.0007166413,0.002487138,0.001004676,0.00335458,0.02228344],"category_scores_gemma":[0.0139869,0.0002687274,0.001548229,0.001141395,0.001560604,0.00361618,0.000537501,0.005818544,0.009272923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214268,"about_ca_system_score_gemma":0.003504728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746041,"about_ca_topic_score_gemma":0.03760875,"domain_scores_codex":[0.9984196,0.0004187622,0.0002558224,0.0001334273,0.0005641832,0.0002082745],"domain_scores_gemma":[0.9858679,0.002741491,0.001708031,0.000422954,0.007596337,0.001663309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007518791,0.00007806343,0.002414736,0.002816303,0.0003606489,0.0005712433,0.00008413393,0.000134873,0.001183257,0.003471809,0.7318473,0.2562858],"study_design_scores_gemma":[0.0003508079,0.0004377369,0.008998399,0.006560368,0.000489369,0.002169024,0.0006073059,0.0001332375,0.0004139018,0.008095825,0.9716145,0.0001295878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001363495,0.2677419,0.0005330156,0.6848018,0.03502638,0.00004121201,0.000735246,0.0001579022,0.009599146],"genre_scores_gemma":[0.02606775,0.4034519,0.002452593,0.4005646,0.1326845,0.00007952932,0.000623763,0.0001662656,0.03390915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02228344,"threshold_uncertainty_score":0.0745455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09714486135243199,"score_gpt":0.3930922511814821,"score_spread":0.2959473898290501,"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."}}