{"id":"W3113197914","doi":"10.1177/1352458520972573","title":"Temporal profile of serum neurofilament light in multiple sclerosis: Implications for patient monitoring","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Biogen","keywords":"Multiple sclerosis; Medicine; Neurofilament; Neuroscience; Physical medicine and rehabilitation; Internal medicine; Psychology; Immunology","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":[0.002783668,0.0002088626,0.0005172742,0.0006358827,0.0002205323,0.0005217668,0.0002625931,0.000310406,0.001078121],"category_scores_gemma":[0.005608456,0.0001051581,0.000226265,0.001068435,0.0001711727,0.0006144423,0.0003165371,0.0004802716,0.0002279281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355827,"about_ca_system_score_gemma":0.0003533791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170545,"about_ca_topic_score_gemma":0.002678734,"domain_scores_codex":[0.9991398,0.0003850754,0.0001032158,0.0001294424,0.0001856046,0.00005685189],"domain_scores_gemma":[0.9967243,0.0009463046,0.001590563,0.0001261285,0.0004408549,0.0001719552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00194774,0.00008227457,0.9702002,0.00006058296,0.00008964245,0.0001538171,0.0001108688,0.0003960596,0.002515489,0.0001020341,0.0004639251,0.02387744],"study_design_scores_gemma":[0.00004120377,0.000415497,0.9942492,0.00003108033,0.00006036812,0.0005083905,0.0001155345,0.002324227,0.001119116,0.0001946645,0.0009302108,0.00001052271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911662,0.00222676,0.002306494,0.0004024443,0.00002862398,0.000050216,0.0009403634,0.00005316791,0.002825833],"genre_scores_gemma":[0.9968171,0.0003973893,0.001788427,0.0001261833,0.00003334015,0.00004391525,0.0005119162,0.000007292029,0.0002744861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002783668,"threshold_uncertainty_score":0.01472163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073553709522686,"score_gpt":0.3208349670426707,"score_spread":0.1134795960904021,"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."}}