{"id":"W2763956413","doi":"10.1373/clinchem.2017.278267","title":"Cerebrospinal Fluid Total Protein Reference Intervals Derived from 20 Years of Patient Data","year":2017,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cerebrospinal fluid; Confidence interval; Reference values; Medicine; Quantile; Linear regression; White blood cell; Internal medicine; Nuclear medicine; Statistics; Mathematics","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":[0.00924098,0.000527881,0.0008055864,0.005195388,0.0003750784,0.0015619,0.001107902,0.0004676382,0.001720459],"category_scores_gemma":[0.03466234,0.0002036581,0.0006703681,0.004162454,0.0003088915,0.0007855495,0.001235925,0.0005870515,0.001007672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645733,"about_ca_system_score_gemma":0.0007938127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841357,"about_ca_topic_score_gemma":0.002059609,"domain_scores_codex":[0.9900413,0.002528224,0.003207722,0.001690021,0.002207174,0.0003255558],"domain_scores_gemma":[0.9745105,0.007612321,0.007786281,0.002770388,0.006828503,0.0004920711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00130191,0.0001171085,0.886268,0.0007202438,0.0005530971,0.0007409696,0.0006343557,0.002008027,0.003360265,0.0007914125,0.005833477,0.09767119],"study_design_scores_gemma":[0.0000809464,0.001156442,0.9417571,0.0006243709,0.0004227969,0.003409848,0.0006459102,0.006437214,0.008302934,0.001130458,0.03594144,0.000090581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757313,0.01981228,0.04645565,0.0003660395,0.000329208,0.0003230488,0.04726491,0.0007631073,0.008954552],"genre_scores_gemma":[0.9305955,0.002562988,0.01941318,0.0002575459,0.0001312477,0.0005283093,0.04540294,0.0001178066,0.0009905016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00924098,"threshold_uncertainty_score":0.04887158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894799527814004,"score_gpt":0.4485929932717901,"score_spread":0.2591130404903897,"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."}}