{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001849522,0.0004258123,0.000729253,0.001462425,0.0009189143,0.001167543,0.0005909103,0.0006913202,0.001327577],"category_scores_gemma":[0.004577443,0.0007156985,0.0007882662,0.002614654,0.0005801509,0.001072181,0.0005682923,0.0006586236,0.0002668992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006192736,"about_ca_system_score_gemma":0.0006580524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029117,"about_ca_topic_score_gemma":0.008916241,"domain_scores_codex":[0.9985447,0.0003064823,0.0002644592,0.0004528218,0.000213125,0.0002184192],"domain_scores_gemma":[0.9960433,0.0006561305,0.001894513,0.0006540489,0.0003433803,0.0004086769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001220096,0.00001570132,0.9992526,0.000007137164,0.00007044807,0.0001185535,0.00005048751,0.000007926051,0.00004374679,0.000007703218,0.0000372054,0.0002664439],"study_design_scores_gemma":[0.00001750321,0.000164788,0.9980724,0.00001776561,0.0001208475,0.0009634077,0.0002728061,0.0000819593,0.00003984223,0.00002562997,0.0002141905,0.000008783876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985966,0.0005384594,0.00008239815,0.00003880949,0.00001047212,0.00001489795,0.000495133,0.000002125513,0.000221124],"genre_scores_gemma":[0.9991325,0.0002612877,0.00007262904,0.00004168575,0.00001099004,0.00001569422,0.0004086514,0.000002622645,0.00005396421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029117,"threshold_uncertainty_score":0.02046251,"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."}}