{"id":"W4235087050","doi":"10.14740/jnr666","title":"Coexistence of Multiple Sclerosis and Alzheimer Disease Pathology: A Case Series","year":2021,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Island Health","funders":"","keywords":"Autopsy; Pathological; Medicine; Disease; Multiple sclerosis; Dementia; Medical diagnosis; Population; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835456,0.0001315432,0.000577278,0.0003998248,0.0002036554,0.00002142307,0.0001466912,0.0001073252,0.00009380296],"category_scores_gemma":[0.008258756,0.0001035596,0.000140764,0.0004652049,0.001518053,0.0001520083,0.0004472488,0.001167005,0.000004836066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001661565,"about_ca_system_score_gemma":0.0004516906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000203832,"about_ca_topic_score_gemma":0.00004648128,"domain_scores_codex":[0.9968113,0.001050814,0.0005403689,0.0003047047,0.0008014274,0.0004913453],"domain_scores_gemma":[0.9950465,0.001559897,0.0001664939,0.0003722809,0.002353595,0.0005012516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008785396,0.0008978492,0.5819309,0.000338578,0.0005205073,0.1857137,0.001089729,0.00001183526,0.2076402,0.00006679076,0.003223398,0.009781088],"study_design_scores_gemma":[0.003831048,0.003322914,0.9027054,0.0001819566,0.0001812065,0.07708666,0.0008216054,0.0002307307,0.009579983,0.0001214845,0.001824255,0.0001127324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764221,0.0075582,0.000005788257,0.01550775,0.00009692507,0.000223046,0.00002584921,0.000006302329,0.0001539909],"genre_scores_gemma":[0.9921834,0.006589938,0.000674989,0.0002788181,0.0001449523,0.00001241836,0.000001534168,0.00001951036,0.00009447437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3207745,"threshold_uncertainty_score":0.9887099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625363499476538,"score_gpt":0.4105275187371712,"score_spread":0.1479911687895174,"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."}}