{"id":"W2793510233","doi":"10.1097/wno.0000000000000631","title":"Multiple Sclerosis: Eyes on the Future","year":2018,"lang":"en","type":"review","venue":"Journal of Neuro-Ophthalmology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Multiple sclerosis; Glatiramer acetate; Disease; Medicine; Intensive care medicine; Neuroscience; Personalized medicine; Bioinformatics; Pathology; Psychology; Immunology; Biology","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":[0.002853292,0.001042511,0.001288841,0.001435866,0.002188277,0.005828759,0.0008911445,0.009153002,0.03676239],"category_scores_gemma":[0.006552679,0.0002288278,0.0007466709,0.0009258047,0.002965663,0.01113461,0.002813986,0.01194209,0.01482226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984011,"about_ca_system_score_gemma":0.003563347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843509,"about_ca_topic_score_gemma":0.005736792,"domain_scores_codex":[0.9987458,0.0003170068,0.00009928009,0.0001461879,0.0004641267,0.0002275706],"domain_scores_gemma":[0.9959338,0.001161011,0.0002616736,0.0001712094,0.001089441,0.001382946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000145106,0.0000503388,0.0003828481,0.0007050376,0.0000205211,0.0003420979,0.0002376514,0.00005041889,0.0004883568,0.02075883,0.7581676,0.2186512],"study_design_scores_gemma":[0.00001680294,0.00005841548,0.0003845698,0.0008346604,0.00001240931,0.0004593065,0.0003117857,0.00002913112,0.00005911884,0.01018297,0.9876365,0.0000144327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005711995,0.5050281,0.0007268628,0.4312738,0.0465531,0.00001308956,0.0002141598,0.0003263109,0.01529337],"genre_scores_gemma":[0.01312341,0.5361772,0.002137188,0.2996486,0.1057508,0.00005836511,0.0003921895,0.0002405681,0.04247167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03676239,"threshold_uncertainty_score":0.1229824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290915185942201,"score_gpt":0.3983466291951716,"score_spread":0.1692551106009516,"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."}}