{"id":"W4386069245","doi":"10.1111/sji.13325","title":"Relapsing/remitting multiple sclerosis: A speculative model and its implications for a novel treatment","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Multiple sclerosis; Immune system; Antigen; Immunology; Subclass; Inflammatory response; Inflammation; Medicine; Biology; Antibody","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":[0.002362243,0.0008553736,0.001159539,0.0009910625,0.0008009437,0.002472567,0.003709711,0.004268757,0.006530631],"category_scores_gemma":[0.003037902,0.0003659989,0.0009213199,0.0005094096,0.005707035,0.00494597,0.001682357,0.0054631,0.002533543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569978,"about_ca_system_score_gemma":0.002255843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007471018,"about_ca_topic_score_gemma":0.001140804,"domain_scores_codex":[0.9992437,0.0003393065,0.00005494055,0.0001363551,0.0001462245,0.0000794917],"domain_scores_gemma":[0.9987602,0.0005799797,0.0001576146,0.0001447019,0.0001664034,0.000191016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001413736,0.001042642,0.003149344,0.003255869,0.0001720312,0.003609424,0.001049748,0.005353584,0.003405427,0.7049584,0.07035751,0.2022322],"study_design_scores_gemma":[0.0004762683,0.001277008,0.001557386,0.001110043,0.0001425729,0.003238302,0.001025754,0.01192109,0.0007217391,0.8468197,0.1316127,0.00009750236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01675689,0.1388094,0.0397953,0.7467238,0.01395943,0.0004061153,0.0004040916,0.0006172155,0.04252775],"genre_scores_gemma":[0.4188953,0.2480459,0.07283453,0.1456328,0.04429017,0.002710064,0.000645044,0.0002233448,0.06672285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006530631,"threshold_uncertainty_score":0.02184719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055649834545409,"score_gpt":0.2761107740538428,"score_spread":0.2055542757083887,"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."}}