{"id":"W3195954687","doi":"10.1177/19418744211039376","title":"Does Diabetes Alter CSF Total Protein Levels? A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Electricity Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Diabetes mellitus; Retrospective cohort study; Cerebrospinal fluid; Internal medicine; CSF albumin; Lumbar puncture; Cohort; Endocrinology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272134,0.0003262358,0.0003833318,0.00004422639,0.0005382278,0.0003819902,0.0005308932,0.00005117454,0.0004266131],"category_scores_gemma":[0.001002247,0.0001819675,0.0001631924,0.0005424021,0.0002759226,0.000310061,0.0004362742,0.0004151993,0.00020266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008444759,"about_ca_system_score_gemma":0.00006211295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006043024,"about_ca_topic_score_gemma":0.00003502487,"domain_scores_codex":[0.9969533,0.0003663466,0.0003443919,0.001007351,0.0007592703,0.0005693057],"domain_scores_gemma":[0.9985796,0.0001248558,0.0001151439,0.0009306329,0.0001264067,0.000123423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003662386,0.0009782884,0.3974782,0.00002525439,0.00004381592,0.0004123542,0.000880443,0.000009313299,0.5957782,0.003551687,0.0006581719,0.0001476197],"study_design_scores_gemma":[0.0004383131,0.0004769668,0.705577,0.00001748247,0.00004685534,0.00002328162,0.0001331759,0.0001249783,0.2904718,0.00215768,0.0002310097,0.0003014326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909374,0.00002763057,0.000003770134,0.002082242,0.001078396,0.001402098,0.00007200822,0.0001858375,0.004210668],"genre_scores_gemma":[0.9908187,0.000003937469,0.000008004515,0.001310145,0.0003531502,0.0002120657,0.000002754748,0.00005691321,0.007234266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3080988,"threshold_uncertainty_score":0.7420421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013850744276858,"score_gpt":0.2494135528903426,"score_spread":0.2355628086134846,"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."}}