{"id":"W2098836416","doi":"10.1002/ana.24163","title":"Pathologic heterogeneity persists in early active multiple sclerosis lesions","year":2014,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Cameco (Canada)","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Multiple sclerosis; Autopsy; Biopsy; Pathological; Medicine; Pathology; Demyelinating disease; Disease; 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":[0.0008576641,0.0001570672,0.0002446453,0.0007897677,0.000265811,0.0006229815,0.0001969657,0.0003401187,0.0009232343],"category_scores_gemma":[0.001899493,0.0001240899,0.0001172176,0.0004257175,0.0003772754,0.0004455319,0.0002468647,0.0002314303,0.0002625996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879542,"about_ca_system_score_gemma":0.0001463743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000181356,"about_ca_topic_score_gemma":0.0002978068,"domain_scores_codex":[0.9995978,0.00007852699,0.00005767742,0.0001293356,0.00009188574,0.00004481362],"domain_scores_gemma":[0.998619,0.0003855383,0.0006791034,0.00008650571,0.0001470255,0.00008279772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007876576,0.0001083777,0.8418413,0.0001811276,0.00007763507,0.002913732,0.0005904284,0.0002358486,0.1237232,0.0001900468,0.0002258796,0.02912484],"study_design_scores_gemma":[0.00001846713,0.000435067,0.9724708,0.0000311695,0.00005914284,0.01618192,0.0002864515,0.0003257165,0.008865258,0.0002568781,0.001059248,0.00000982896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983321,0.001044402,0.0002489135,0.00003151798,0.00000283373,0.000004795787,0.00003523214,0.000006401464,0.0002936766],"genre_scores_gemma":[0.9992357,0.0002845026,0.0002133199,0.00001888343,0.00002384839,0.000004644513,0.00008512846,0.000002362705,0.0001315746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009232343,"threshold_uncertainty_score":0.004535854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2465430350193815,"score_gpt":0.3702981419486182,"score_spread":0.1237551069292367,"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."}}