{"id":"W3007898063","doi":"10.1016/j.mehy.2020.109645","title":"Multiple sclerosis is a systemic venous vasculopathy: A single unifying mechanism","year":2020,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Pathology; Multiple sclerosis; Disease; Cerebrospinal fluid; Antigen; Immunology; Central nervous system; Inflammation; Internal medicine","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":[0.0135953,0.001143928,0.002001015,0.004876091,0.001513273,0.004885422,0.002168388,0.004267639,0.01176122],"category_scores_gemma":[0.02046499,0.0005173679,0.001088826,0.002586708,0.008930072,0.007859361,0.002796861,0.002100196,0.0007097803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233421,"about_ca_system_score_gemma":0.003361663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006504342,"about_ca_topic_score_gemma":0.0005883154,"domain_scores_codex":[0.9946498,0.002519667,0.0006538209,0.00104532,0.0008187845,0.0003126056],"domain_scores_gemma":[0.9622574,0.02655695,0.006363657,0.002471288,0.001412656,0.0009380082],"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":[0.003847171,0.001387278,0.3096269,0.007066138,0.003201295,0.008510312,0.006282527,0.0009574987,0.008446404,0.5014716,0.007361196,0.1418417],"study_design_scores_gemma":[0.002197463,0.002563138,0.2395277,0.005609846,0.003817472,0.02201508,0.01717957,0.005220576,0.004809745,0.65943,0.03732624,0.000303235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5039177,0.1899488,0.03563905,0.2100377,0.005268659,0.0008193384,0.001330535,0.0002330491,0.05280508],"genre_scores_gemma":[0.9414567,0.03484439,0.008671872,0.005573747,0.006139152,0.0001723524,0.0003994329,0.00002207853,0.00272026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135953,"threshold_uncertainty_score":0.07189965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.173249203272138,"score_gpt":0.2917881571817186,"score_spread":0.1185389539095806,"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."}}