{"id":"W4413625123","doi":"10.64628/aam.w4h64n9sq","title":"Link between Epstein-Barr virus and multiple sclerosis is a crucial discovery for people living with MS","year":2022,"lang":"en","type":"article","venue":"","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Multiple sclerosis; Epstein–Barr virus; Virus; Virology; Computational biology; Biology; 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":[0.001170174,0.0001765008,0.0003453396,0.001658108,0.00106876,0.001908579,0.0002669536,0.0009821076,0.00514758],"category_scores_gemma":[0.009279842,0.0001513523,0.0003250476,0.002032774,0.0007652839,0.001903439,0.0008684439,0.001207075,0.0005599313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720252,"about_ca_system_score_gemma":0.0008828974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002398628,"about_ca_topic_score_gemma":0.002212259,"domain_scores_codex":[0.9991386,0.0003671286,0.0001007297,0.0001123102,0.0001717079,0.0001093826],"domain_scores_gemma":[0.9950925,0.002107134,0.001527965,0.0002869866,0.0005133089,0.0004720638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000684309,0.000362935,0.8956823,0.0009925342,0.0003710266,0.001488383,0.004358983,0.00003359257,0.002998232,0.003656065,0.006047813,0.08332378],"study_design_scores_gemma":[0.00004519839,0.0003960601,0.9511094,0.0007166803,0.0005600064,0.002792807,0.009204446,0.00005778647,0.0007365298,0.00566311,0.02868148,0.00003640191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8978636,0.05254409,0.0005245071,0.02765621,0.0009457403,0.00004030087,0.001033604,0.0000346005,0.01935734],"genre_scores_gemma":[0.979862,0.01469367,0.0004251429,0.002085865,0.0008958456,0.00001408083,0.0002889716,0.000007480913,0.00172699],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00514758,"threshold_uncertainty_score":0.01722038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667818951487076,"score_gpt":0.296937139270386,"score_spread":0.2302589497555152,"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."}}