{"id":"W2318937085","doi":"10.1086/657937","title":"Infections in Children Receiving Extracorporeal Life Support","year":2011,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Extracorporeal; Pneumonia; Retrospective cohort study; Urinary system; Life support; Medical record; Pediatrics; Surgery; Internal medicine; Intensive care medicine","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":[0.0008332293,0.0001905085,0.000470212,0.0001762469,0.00005973204,0.000007065037,0.00006091026,0.0002456635,0.0003485443],"category_scores_gemma":[0.0006638352,0.0001873046,0.00008949731,0.0001395278,0.00007102757,0.000228997,0.00001954247,0.0003416521,0.00006675864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003768998,"about_ca_system_score_gemma":0.00001913773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035392,"about_ca_topic_score_gemma":0.0002763441,"domain_scores_codex":[0.9985423,0.0001598865,0.0005973186,0.0002835697,0.00004436558,0.0003725799],"domain_scores_gemma":[0.999201,0.000306608,0.00009485482,0.0001630641,0.0000277834,0.0002067056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005127037,0.00005240515,0.9919147,0.00001158427,0.00007012442,0.000002773415,0.00006515013,0.0005291983,0.00002086905,0.002123509,0.0002242165,0.004980341],"study_design_scores_gemma":[0.0006377457,0.0002315363,0.9890187,0.000007880388,0.00002832866,0.00005980114,0.000004739229,0.00513798,0.000007770913,0.004023069,0.0006266566,0.0002158149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798239,0.0003447559,0.01416032,0.0001076285,0.0007526411,0.0003233153,0.000009924664,0.0003798844,0.004097612],"genre_scores_gemma":[0.999064,0.00012117,0.0001370668,0.0003923319,0.0001547783,0.00008641572,0.0000114073,0.00002380312,0.000009020881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01924009,"threshold_uncertainty_score":0.7638062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177917711693911,"score_gpt":0.2407832606403536,"score_spread":0.2190040835234145,"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."}}