{"id":"W2939918710","doi":"10.1002/mus.26488","title":"Updated cerebrospinal fluid total protein reference values improve chronic inflammatory demyelinating polyneuropathy diagnosis","year":2019,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Chronic inflammatory demyelinating polyneuropathy; Medicine; Cerebrospinal fluid; Internal medicine; Cohort; Gastroenterology; Medical diagnosis; Polyneuropathy; Polyradiculoneuropathy; Pathology; Guillain-Barre syndrome; Immunology; Antibody","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":[0.006082315,0.0009239241,0.001053128,0.001583072,0.0003859199,0.001698573,0.0006964878,0.0007705931,0.001362939],"category_scores_gemma":[0.04108189,0.0002174673,0.0004867549,0.0009117689,0.0002988925,0.001505925,0.001044593,0.0007627259,0.0006463099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003242,"about_ca_system_score_gemma":0.0007698737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916432,"about_ca_topic_score_gemma":0.002161503,"domain_scores_codex":[0.9960188,0.001765771,0.0007411999,0.000564011,0.0007524487,0.0001578539],"domain_scores_gemma":[0.9852248,0.007828052,0.002472987,0.0007886714,0.003358762,0.0003267397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00202474,0.0004008207,0.6958841,0.0005691207,0.0003584096,0.000346,0.0003885071,0.002157352,0.002312507,0.0002659344,0.006658863,0.2886337],"study_design_scores_gemma":[0.0002574088,0.003202971,0.9383492,0.001309675,0.001000261,0.004163057,0.000590794,0.02074856,0.01097766,0.002505095,0.01678898,0.0001063587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486403,0.02134384,0.01610563,0.003602597,0.0006293879,0.0001671671,0.002092157,0.0009878498,0.006431035],"genre_scores_gemma":[0.9785678,0.002282595,0.0164094,0.000783189,0.0002318441,0.00004556642,0.001157271,0.00004784154,0.0004745971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006082315,"threshold_uncertainty_score":0.03216672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021209779448814,"score_gpt":0.2363689688889046,"score_spread":0.2261568710944165,"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."}}