{"id":"W2156917927","doi":"10.1378/chest.12-0482","title":"Patient With Fever, Hypoxemia, and Pulmonary Consolidations","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Chills; Retching; Vomiting; Nausea; Hypoxemia; Piperacillin/tazobactam; Sputum; Productive Cough; Past medical history; Piperacillin; Anesthesia; Surgery; Intensive care medicine; Internal medicine; Tuberculosis; Lung","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":[0.0003494234,0.001664612,0.001097254,0.001582454,0.002668309,0.0009415416,0.001033564,0.004865434,0.004466564],"category_scores_gemma":[0.003462765,0.000658299,0.0009972958,0.0008397087,0.001225086,0.001717438,0.0009794052,0.003916379,0.00141755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000710941,"about_ca_system_score_gemma":0.001198661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000891969,"about_ca_topic_score_gemma":0.001317933,"domain_scores_codex":[0.9995404,0.00004814093,0.00004599532,0.0001423203,0.00008709095,0.0001360356],"domain_scores_gemma":[0.9992605,0.0001867013,0.00008395418,0.00007164079,0.00008032007,0.0003169307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001072737,0.0001289002,0.01293246,0.00003954735,0.00001553018,0.982083,0.0001213717,0.00008879023,0.0006059792,0.0003200507,0.001203408,0.002353733],"study_design_scores_gemma":[0.00003724237,0.0001525795,0.00868943,0.00003663195,0.00001839851,0.9879308,0.0001429812,0.0002616529,0.0004388343,0.0007980723,0.0014756,0.00001775256],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880186,0.01498681,0.005804744,0.03034072,0.002681846,0.0005264515,0.001759524,0.0004233083,0.06329078],"genre_scores_gemma":[0.9872862,0.002165246,0.001367899,0.003800722,0.001585216,0.00003954527,0.0003075951,0.00001931938,0.003428258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004865434,"threshold_uncertainty_score":0.01494217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140788161286846,"score_gpt":0.3696348308757244,"score_spread":0.3082269492628559,"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."}}