{"id":"W4412491507","doi":"10.1212/wnl.0000000000213905","title":"Serum Alpha-Linolenic Acid and Long-Term Multiple Sclerosis Activity and Progression","year":2025,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Quartile; alpha-Linolenic acid; Internal medicine; Polyunsaturated fatty acid; Prospective cohort study; Hazard ratio; Lower risk; Proportional hazards model; Fatty acid; Gastroenterology; Cohort; Confidence interval; Docosahexaenoic acid; Biology; Biochemistry","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":[0.001245406,0.0003343525,0.0003378957,0.0005460964,0.0002024257,0.0005320097,0.0002686291,0.0005003618,0.001620091],"category_scores_gemma":[0.003278167,0.000167937,0.0004509528,0.0005778934,0.0001804189,0.0003302503,0.0002924769,0.0005982114,0.0002182123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987671,"about_ca_system_score_gemma":0.0002142827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370885,"about_ca_topic_score_gemma":0.001297575,"domain_scores_codex":[0.9996181,0.0001408828,0.00004610842,0.00008288347,0.0000654883,0.00004648974],"domain_scores_gemma":[0.9963549,0.0007792508,0.002094942,0.000152682,0.0002790016,0.0003391823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009512915,0.00004055382,0.9964019,0.00002320525,0.0002166282,0.00003276131,0.00001509619,0.0001078141,0.0003970979,0.000009741015,0.00003197622,0.001771973],"study_design_scores_gemma":[0.00002395494,0.0002465714,0.9987853,0.00001302997,0.0001000798,0.0002229574,0.00001685527,0.0002885432,0.0001605928,0.00003605956,0.0001032594,0.000002720671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974337,0.001801449,0.0001451062,0.00005706624,0.000006385361,0.000006383827,0.0003129211,0.000008119589,0.0002288369],"genre_scores_gemma":[0.999188,0.0002286256,0.0001382314,0.00001351042,0.00001093731,0.000005370482,0.0002280016,0.000001587831,0.0001856502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001620091,"threshold_uncertainty_score":0.006586432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538156521212473,"score_gpt":0.3393345877321757,"score_spread":0.2839530225200509,"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."}}