{"id":"W3110272217","doi":"10.3390/biomedicines8110523","title":"Blood Neurofilament Light Chain: The Neurologist’s Troponin?","year":2020,"lang":"en","type":"review","venue":"Biomedicines","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Multiple sclerosis; Cerebrospinal fluid; Neurofilament; Lumbar puncture; Pathology; Neuroscience; Intensive care medicine; Bioinformatics; Immunology; Biology; Immunohistochemistry","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":[0.0008747252,0.0006794767,0.001215188,0.00183004,0.0002405231,0.001050871,0.000837902,0.001484634,0.004134004],"category_scores_gemma":[0.001495095,0.0002264007,0.0004286898,0.001243429,0.000497232,0.001372617,0.0005222502,0.00231512,0.003119107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792149,"about_ca_system_score_gemma":0.001079787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009085762,"about_ca_topic_score_gemma":0.001635748,"domain_scores_codex":[0.9997877,0.00004229105,0.00003592435,0.0000368226,0.00007536457,0.00002194554],"domain_scores_gemma":[0.9994912,0.0002757731,0.00005371904,0.0000119343,0.0001284099,0.0000388788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008598313,0.00003367173,0.000198119,0.00776844,0.00007516258,0.0002075711,0.00004382556,0.0001160509,0.0006819174,0.00349439,0.04790486,0.93939],"study_design_scores_gemma":[0.00002694241,0.00006823628,0.000665797,0.004454144,0.00008610414,0.001759145,0.0000514345,0.00005139018,0.0003335218,0.002269475,0.9902167,0.00001711949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008922359,0.9970706,0.0001046432,0.001001306,0.0006497451,0.00000380399,0.0000197107,0.000006540515,0.001054449],"genre_scores_gemma":[0.0008082344,0.9964449,0.0002173616,0.0008495064,0.0005766496,0.000008870997,0.00004669512,0.000002645754,0.001045174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004134004,"threshold_uncertainty_score":0.01382959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550529373443741,"score_gpt":0.3203240758300241,"score_spread":0.2848187820955868,"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."}}