{"id":"W3120090657","doi":"10.1002/ana.26014","title":"Axon‐Myelin Unit Blistering as Early Event in <scp>MS</scp> Normal Appearing White Matter","year":2021,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Stichting MS Research; Koninklijke Nederlandse Akademie van Wetenschappen","keywords":"Myelin; Myelin-associated glycoprotein; Multiple sclerosis; White matter; Axon; Pathogenesis; Pathology; Neuroscience; Biology; Immunology; Chemistry; Medicine; Central nervous system; Magnetic resonance imaging","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":[0.0003820857,0.0001739702,0.0004820503,0.0002917422,0.00004872703,0.00001845309,0.0001653034,0.0001222094,0.0002463525],"category_scores_gemma":[0.001033356,0.0001719766,0.0001260999,0.0003487332,0.0001381101,0.0001287071,0.00049631,0.0005408634,0.0002334938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006202704,"about_ca_system_score_gemma":0.00007683269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002356593,"about_ca_topic_score_gemma":0.0001974548,"domain_scores_codex":[0.9979247,0.0002353125,0.0004651927,0.0003989999,0.0003437549,0.0006320516],"domain_scores_gemma":[0.9987267,0.00033357,0.0001010065,0.000412559,0.0002728365,0.0001533033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731661,0.0002264627,0.9609743,0.0002163579,0.00009279577,0.0008524151,0.001018943,0.0001924214,0.03121184,0.00003038732,0.003352948,0.001657932],"study_design_scores_gemma":[0.0009021016,0.0005646695,0.975094,0.00008238033,0.00001082498,0.0001006587,0.0001089879,0.0001871066,0.007589289,0.00004571331,0.015265,0.00004921708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751439,0.0003585856,0.00002021532,0.0141113,0.0001188247,0.0002078814,0.000007039057,0.00002320803,0.01000904],"genre_scores_gemma":[0.9912359,0.0005262598,0.00006652807,0.006388525,0.0001328228,0.00002763136,0.000009549552,0.00002899563,0.001583827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02362255,"threshold_uncertainty_score":0.7013003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075811766959538,"score_gpt":0.3642430090293972,"score_spread":0.2566618323334434,"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."}}