{"id":"W2103199613","doi":"10.1093/cid/civ157","title":"The Association of Antibiotic Treatment Regimen and Hospital Mortality in Patients Hospitalized With Legionella Pneumonia","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pneumonia; Antibiotics; Regimen; Legionella; Internal medicine; Intensive care medicine; Legionnaires' disease; Legionella pneumophila; Microbiology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009884932,0.0002115373,0.0003502561,0.0007089971,0.000260412,0.0006542213,0.000361778,0.0005183087,0.001153026],"category_scores_gemma":[0.006809053,0.0002261819,0.0006039128,0.0009633509,0.0002043418,0.0004565778,0.0003719481,0.0007636201,0.0001601969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641226,"about_ca_system_score_gemma":0.0003618996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613737,"about_ca_topic_score_gemma":0.003083295,"domain_scores_codex":[0.998693,0.0004292362,0.0002277663,0.0002395296,0.0002548822,0.0001556157],"domain_scores_gemma":[0.9946471,0.001001564,0.003332699,0.0002000704,0.0003150844,0.0005035045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065993,0.00001817116,0.9991624,0.000005699006,0.00006516185,0.00001782252,0.000006588662,0.00003342682,0.00003299034,0.000004757952,0.00006048239,0.000485834],"study_design_scores_gemma":[0.00001293029,0.00008440054,0.9992255,0.000009726322,0.00005448508,0.0001595311,0.00004110209,0.000293622,0.00003495132,0.00001880734,0.00006168213,0.000003284624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984244,0.0007931307,0.00006743368,0.0001231052,0.00001179104,0.000005424848,0.0002661678,0.000004258734,0.0003043537],"genre_scores_gemma":[0.9994919,0.0001292627,0.00004422365,0.00003532869,0.00001717474,0.000004307007,0.0002479524,0.000001361018,0.00002846102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002613737,"threshold_uncertainty_score":0.005227745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182800662434509,"score_gpt":0.3183919177825992,"score_spread":0.3001118515391483,"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."}}