{"id":"W2058728896","doi":"10.1212/01.wnl.0000295995.46586.ae","title":"Retinal nerve fiber layer is associated with brain atrophy in multiple sclerosis","year":2007,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":416,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Nerve fiber layer; Multiple sclerosis; Atrophy; Retinal; Medicine; Optical coherence tomography; Ophthalmology; White matter; Pathology; Retina; Clinically isolated syndrome; Magnetic resonance imaging; Brain size; Radiology; Neuroscience; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969102,0.0004978091,0.0002848105,0.001387208,0.0002651272,0.0003220675,0.0002310751,0.000488253,0.002203154],"category_scores_gemma":[0.002511867,0.0002537005,0.0002908732,0.0006747957,0.0003288287,0.0002191911,0.0002869982,0.0004072504,0.0003042592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196595,"about_ca_system_score_gemma":0.0001607361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468836,"about_ca_topic_score_gemma":0.002010382,"domain_scores_codex":[0.9997174,0.00006678581,0.0000444409,0.00008613228,0.00006143028,0.0000238089],"domain_scores_gemma":[0.9978812,0.0003891989,0.001303479,0.00009446594,0.0001640807,0.0001674954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003701905,0.00004877724,0.9941918,0.00002347498,0.000180624,0.0001829418,0.00004332211,0.00009872801,0.001788643,0.0000156622,0.0001177034,0.002938102],"study_design_scores_gemma":[0.000007269768,0.00006474532,0.9988458,0.000004546494,0.00002983463,0.0006154434,0.00001476921,0.0002022636,0.0001524698,0.00002442085,0.00003632271,0.000002051422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992357,0.0003379303,0.0000865239,0.00004722283,0.000003885039,0.000003543182,0.00007395101,0.00001299686,0.0001981908],"genre_scores_gemma":[0.9996081,0.00006288955,0.0001232982,0.00001421712,0.000008864218,0.000002965748,0.00009564568,0.000002672164,0.00008147334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002468836,"threshold_uncertainty_score":0.007370353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07378231437114545,"score_gpt":0.3014842245947524,"score_spread":0.227701910223607,"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."}}