{"id":"W2987551746","doi":"10.1093/ofid/ofz476","title":"Clinical Outcomes Associated With Escherichia coli Infections in Adults With Cystic Fibrosis: A Cohort Study","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada; Gilead Sciences","keywords":"Medicine; Cystic fibrosis; Cohort; Escherichia coli; Pathogenic organism; Cohort study; Internal medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007441601,0.0004394592,0.0004410311,0.0009259247,0.001118515,0.0009850421,0.0006028624,0.0006025367,0.001308316],"category_scores_gemma":[0.001758288,0.0003253121,0.0007126983,0.001595496,0.0004075177,0.0006002462,0.0006708372,0.0006794173,0.0001694269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229013,"about_ca_system_score_gemma":0.001728057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1586668,"about_ca_topic_score_gemma":0.1541556,"domain_scores_codex":[0.9992082,0.0001027845,0.00008385336,0.0002115949,0.0001653267,0.0002282512],"domain_scores_gemma":[0.9985979,0.00008822769,0.0005018581,0.0001138517,0.0002863464,0.0004117969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003853468,0.00001857548,0.9995139,0.000003624474,0.00002906211,0.00003753675,0.00004392593,0.000007008417,0.000045648,0.00000487332,0.00005441709,0.0002028884],"study_design_scores_gemma":[0.000006231563,0.00005293914,0.9994617,0.000006371928,0.00002184173,0.0001021093,0.0001903534,0.00005202023,0.00001299731,0.000005758924,0.0000844672,0.000003151083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988128,0.0001590352,0.00004016171,0.00004209321,0.000006265039,0.00002690291,0.0006483113,0.000001861602,0.0002625437],"genre_scores_gemma":[0.9993199,0.00008989825,0.0000414967,0.00002906678,0.000006920484,0.00001313117,0.0004301596,9.268906e-7,0.00006851966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586668,"threshold_uncertainty_score":0.3154866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069469655939601,"score_gpt":0.3298550584331269,"score_spread":0.3191603618737309,"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."}}