{"id":"W4377042281","doi":"10.1016/j.ijid.2023.04.271","title":"CHARACTERIZATION OF BACTEREMIC AND NON-BACTEREMIC SYNDROMES OF INVASIVE ESCHERICHIA COLI DISEASE AMONG HOSPITALIZED ADULTS AGED ≥60 YEARS: FINDINGS FROM A PROSPECTIVE, MULTINATIONAL, OBSERVATIONAL STUDY (EXPECT-2)","year":2023,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Observational study; Medicine; Disease; Bacteremia; Prospective cohort study; Internal medicine; Microbiology; Biology; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362112,0.0001971052,0.0004962236,0.0005478383,0.00004245831,0.000049356,0.0001955238,0.00005995053,0.0002158777],"category_scores_gemma":[0.001201861,0.0001963083,0.0001921083,0.000346846,0.0001387014,0.0004352576,0.0001066561,0.000169006,0.00000402155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204818,"about_ca_system_score_gemma":0.0004401068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002383738,"about_ca_topic_score_gemma":0.00004206299,"domain_scores_codex":[0.9978988,0.00007892589,0.0008464128,0.0002599792,0.0007691204,0.0001467904],"domain_scores_gemma":[0.9971963,0.0003185481,0.0008558143,0.0001529642,0.001278666,0.0001976912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092925,0.001038781,0.913164,0.0001016478,0.0007408481,0.000270583,0.00184672,0.00001024325,0.0815445,0.00001098683,0.00006423761,0.0001144959],"study_design_scores_gemma":[0.006406899,0.0005096952,0.9889294,0.001172684,0.0002635198,0.00001837773,0.0002818427,0.0001122321,0.001952526,0.0002052738,0.000004038099,0.0001435132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978637,0.00005538786,0.00003385449,0.0001072091,0.0004517538,0.0007910303,0.0006515195,0.00003479773,0.00001070943],"genre_scores_gemma":[0.9989779,0.0001653237,0.00005872607,0.00005699338,0.0001955943,0.00004782692,0.0004211284,0.00002921851,0.00004730079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07959197,"threshold_uncertainty_score":0.800522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477529475728723,"score_gpt":0.2802659884785591,"score_spread":0.2654906937212719,"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."}}