{"id":"W2887329475","doi":"10.1002/acn3.620","title":"Predictors of response to opicinumab in acute optic neuritis","year":2018,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Biogen","keywords":"Medicine; Post-hoc analysis; Optic neuritis; Placebo; Clinical endpoint; Nerve fiber layer; Ophthalmology; Retinal; Population; Internal medicine; Randomized controlled trial; Multiple sclerosis; Pathology","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":[0.0008378871,0.00007480739,0.0004636365,0.0001528321,0.00001961075,0.000001421815,0.00006624237,0.00009442853,0.00005035398],"category_scores_gemma":[0.001162478,0.00006241863,0.00009144168,0.0001663052,0.0006558945,0.00003311842,0.00003541521,0.0001866561,0.000004219832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":1.543098e-7,"about_ca_system_score_gemma":0.00007000344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002124183,"about_ca_topic_score_gemma":0.00003652989,"domain_scores_codex":[0.9983907,0.0002771238,0.0007001147,0.0002300108,0.0002300648,0.0001719399],"domain_scores_gemma":[0.9976629,0.001768843,0.00006497784,0.0001285648,0.0002381677,0.0001365381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02157362,0.0002636919,0.9699309,0.00003155076,0.0001420495,0.00003041523,0.0001850593,0.00000607654,0.001275095,0.0002222151,0.0002784608,0.006060863],"study_design_scores_gemma":[0.002030005,0.004283495,0.991099,0.00002924258,0.00002123254,0.00001069048,0.000002436305,0.0002108524,0.0004584147,0.0004008572,0.001416959,0.00003682933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508539,0.00008279155,0.00001988714,0.0484164,0.00009145302,0.0002240748,0.00004136956,0.000005937204,0.0002641734],"genre_scores_gemma":[0.9972992,0.0003907433,0.0002925041,0.001844182,0.0001243044,0.000007198649,0.000003478012,0.000006257234,0.00003212908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04657222,"threshold_uncertainty_score":0.2545358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757077663662281,"score_gpt":0.4689023311630768,"score_spread":0.2931945647968487,"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."}}