{"id":"W3078516117","doi":"10.1093/pch/pxaa068.073","title":"74 MULTICENTER VALIDATION OF CORRECTION FACTORS FOR CEREBROSPINAL FLUID LABORATORY VALUES IN YOUNG INFANTS WITH A TRAUMATIC LUMBAR PUNCTURE","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; University of Manitoba","funders":"","keywords":"Medicine; Lumbar puncture; Cerebrospinal fluid; CSF pleocytosis; Pleocytosis; Meningitis; Pediatrics; Cohort; Lumbar; Bacterial meningitis; Cohort study; Internal medicine; Surgery","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":[0.01403011,0.0007156674,0.0004976286,0.001291665,0.0004492649,0.0009513013,0.001129579,0.0005305578,0.0004883136],"category_scores_gemma":[0.04244592,0.0003500743,0.0008690605,0.001272734,0.0004323169,0.0004808336,0.0008148914,0.0004713801,0.0003128364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007808662,"about_ca_system_score_gemma":0.001068534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003443995,"about_ca_topic_score_gemma":0.002223722,"domain_scores_codex":[0.9870138,0.005863694,0.002078336,0.001926463,0.002669275,0.0004484962],"domain_scores_gemma":[0.9678531,0.006618517,0.01600375,0.003646101,0.005275199,0.0006034958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001598299,0.00003029297,0.9969657,0.00001606053,0.00007046114,0.00002794559,0.00006364644,0.00006263317,0.0002650218,0.00001768688,0.00009650644,0.002224169],"study_design_scores_gemma":[0.00002675901,0.0006260196,0.9951061,0.00003270445,0.0001012549,0.0003919797,0.0001358334,0.001828595,0.00121036,0.00002782665,0.0005026484,0.00001002631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966475,0.0003106912,0.002150324,0.00003115352,0.00003103905,0.00009799763,0.00043018,0.00002975069,0.0002713437],"genre_scores_gemma":[0.9969749,0.00006442449,0.00218392,0.00003382164,0.00001405271,0.0001077015,0.0005464961,0.00001352544,0.00006110936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403011,"threshold_uncertainty_score":0.0741992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667626609447418,"score_gpt":0.2763111727835655,"score_spread":0.2596349066890913,"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."}}