{"id":"W1991739364","doi":"10.1136/bmj.325.7373.1128","title":"Infection as a cause of multiple sclerosis","year":2002,"lang":"en","type":"letter","venue":"BMJ","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multiple sclerosis; Medicine; Data science; Computer science; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004405314,0.0001381808,0.0002393625,0.00008674116,0.0001401701,0.000006650276,0.0001184418,0.0003256981,0.0001707362],"category_scores_gemma":[0.001058349,0.0001258277,0.000101646,0.0001487641,0.0001675125,0.00003530939,0.00006968837,0.0006939983,0.0004930841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003406282,"about_ca_system_score_gemma":0.000009408089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002081036,"about_ca_topic_score_gemma":0.00002079549,"domain_scores_codex":[0.9989503,0.0001289252,0.0002071873,0.0003167439,0.0002082772,0.0001885792],"domain_scores_gemma":[0.9991388,0.0004177684,0.0001756809,0.000226871,0.00002268977,0.00001820882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001010652,0.00003084738,0.001344752,0.00003194865,0.00000780443,0.0001373769,0.00004547535,0.000001291954,0.002166608,0.00001424051,0.9959847,0.0002248759],"study_design_scores_gemma":[0.000154213,0.0001294666,0.002742493,0.00001875817,0.00003039127,0.0000266487,1.832558e-7,0.000005790944,0.004800986,0.00007891366,0.9918833,0.0001289025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05131796,0.0002784467,0.00002115816,0.9027607,0.004754299,0.0009137068,0.00006842442,0.0002598285,0.03962545],"genre_scores_gemma":[0.1862293,0.0006751851,0.0000179807,0.7933058,0.002612344,0.0001251876,0.000003862875,0.00004208462,0.0169883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1349113,"threshold_uncertainty_score":0.6337762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496155181825523,"score_gpt":0.2863984310955647,"score_spread":0.1367829129130124,"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."}}