{"id":"W1971218737","doi":"10.1002/ana.23621","title":"Neuromyelitis optica lesions may inform multiple sclerosis heterogeneity debate","year":2012,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Cameco (Canada)","funders":"","keywords":"Neuromyelitis optica; Multiple sclerosis; Myelin oligodendrocyte glycoprotein; Pathology; Demyelinating disease; Demyelinating Disorder; Pathological; Oligodendrocyte; Medicine; Complement system; Myelin; Lesion; Aquaporin 4; Immunology; Antibody; Central nervous system; Experimental autoimmune encephalomyelitis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004065776,0.000232118,0.0005598217,0.0002217875,0.000138327,0.000009112611,0.000204166,0.0001489172,0.0001300489],"category_scores_gemma":[0.001933562,0.0001918807,0.0002416479,0.0002432842,0.0003939936,0.0001965916,0.0003585414,0.0003709377,0.0001282897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006613949,"about_ca_system_score_gemma":0.00004326539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439418,"about_ca_topic_score_gemma":0.00003765937,"domain_scores_codex":[0.997713,0.0001642665,0.000474292,0.0002966234,0.0004105183,0.0009413317],"domain_scores_gemma":[0.9979064,0.0006179766,0.0001354633,0.0005670573,0.000311541,0.0004615995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369356,0.001048533,0.8189812,0.0002401856,0.0003711539,0.00005133694,0.0005072145,0.00003540708,0.09966105,0.0003529555,0.01425741,0.06312419],"study_design_scores_gemma":[0.0009028828,0.0009573852,0.9343113,0.00002605341,0.00002741669,0.00006360697,0.00001433936,0.0001819869,0.03936921,0.00001350522,0.02400794,0.0001243764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822522,0.0004554018,0.00002484161,0.01427209,0.0002184435,0.0004162726,0.00005337498,0.00007127067,0.002236079],"genre_scores_gemma":[0.9909361,0.003043576,0.0002848161,0.005378549,0.0001759915,0.00005566499,0.00001677371,0.0000333293,0.00007519809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153301,"threshold_uncertainty_score":0.7824669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.290531036323808,"score_gpt":0.3876085984026374,"score_spread":0.09707756207882945,"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."}}