{"id":"W4206569049","doi":"10.1017/cjn.2021.324","title":"P.043 Long term MS clinical outcomes predicted by baseline serum neurofilament light levels","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Prospective cohort study; Cohort; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004648879,0.0004545154,0.0002821279,0.0004204654,0.0004255127,0.0006900112,0.0003614617,0.0007074364,0.009201237],"category_scores_gemma":[0.001999971,0.0002283538,0.0005243177,0.0003754665,0.0003425505,0.0005256715,0.0003706072,0.001014953,0.001526868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576881,"about_ca_system_score_gemma":0.0003157086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009225159,"about_ca_topic_score_gemma":0.0006058086,"domain_scores_codex":[0.9997712,0.00005094394,0.00002120806,0.0000573667,0.00003315861,0.00006618521],"domain_scores_gemma":[0.9979552,0.000493254,0.0007242833,0.00009861761,0.0001514997,0.0005772238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005468276,0.00003604015,0.9976014,0.000005610269,0.00004366414,0.000150533,0.00001501669,0.0000516871,0.0002683759,0.00001691576,0.0001948295,0.001069138],"study_design_scores_gemma":[0.00003135802,0.000410738,0.9974879,0.00001127678,0.0000465054,0.0009375491,0.00006749223,0.0004940205,0.0001326149,0.00009669079,0.0002789592,0.000004890954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983076,0.000209398,0.000131637,0.0001114228,0.0000231288,0.000005624132,0.000483974,0.000008448669,0.0007188005],"genre_scores_gemma":[0.9990982,0.00003479566,0.00005442808,0.00002149951,0.00002895827,0.000007029823,0.0003532979,0.000003414893,0.0003985199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009201237,"threshold_uncertainty_score":0.03078115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799137266906837,"score_gpt":0.3230272323345444,"score_spread":0.285035859665476,"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."}}