{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00108802,0.0004084469,0.001222059,0.0002057122,0.0002418388,0.0000319569,0.0002969833,0.0004425012,0.0006698547],"category_scores_gemma":[0.0008747369,0.0003062482,0.0004714448,0.0003436413,0.0009120253,0.0001743945,0.0002081717,0.0006962717,0.0003455259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218354,"about_ca_system_score_gemma":0.0001259457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124618,"about_ca_topic_score_gemma":0.00003888274,"domain_scores_codex":[0.995784,0.0001348279,0.001447744,0.0009302377,0.000818508,0.0008847159],"domain_scores_gemma":[0.9962019,0.001643652,0.0002930371,0.0008920772,0.0004054325,0.0005639167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008963362,0.003931948,0.2867938,0.001177093,0.0003778349,0.00383149,0.00007637154,0.000009699216,0.1062619,0.0002763176,0.3160776,0.2722225],"study_design_scores_gemma":[0.01120599,0.003898202,0.304644,0.001940532,0.0006851383,0.0008997271,0.000891527,0.001038412,0.01318977,0.0009477692,0.6598741,0.0007848823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162529,0.006940385,0.00008045798,0.07080194,0.001361354,0.001658253,0.00004801253,0.0001547068,0.002702055],"genre_scores_gemma":[0.9604666,0.003510737,0.0001648661,0.005071244,0.00918211,0.0002625152,0.000606861,0.000104985,0.02063011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3437964,"threshold_uncertainty_score":0.999939,"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."}}