{"id":"W4321442890","doi":"10.1136/jnnp-2022-330608","title":"Diagnostic value of intereye difference metrics for optic neuritis in aquaporin-4 antibody seropositive neuromyelitis optica spectrum disorders","year":2023,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"Guthy-Jackson Charitable Foundation","keywords":"Medicine; Neuromyelitis optica; Optic neuritis; Receiver operating characteristic; Ophthalmology; Expanded Disability Status Scale; Retinal; Area under the curve; Gastroenterology; Multiple sclerosis; Internal medicine; Immunology","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":[0.002303254,0.0004633887,0.0003868638,0.001802963,0.000296535,0.000691589,0.0004250284,0.0005685234,0.001082762],"category_scores_gemma":[0.008495319,0.0001549435,0.0004007052,0.0005438464,0.0004016757,0.0006805754,0.0007747318,0.0003773515,0.0002872125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901639,"about_ca_system_score_gemma":0.0002001753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008475383,"about_ca_topic_score_gemma":0.001110114,"domain_scores_codex":[0.9988161,0.0003864879,0.0001583658,0.000246847,0.0002756152,0.0001165747],"domain_scores_gemma":[0.9922326,0.003292623,0.002311064,0.0004683556,0.0009866448,0.0007088569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005356757,0.00003489836,0.9935554,0.00001286552,0.00004823314,0.00005291981,0.00004151197,0.0001776748,0.0007237038,0.00002395649,0.0001177021,0.004675529],"study_design_scores_gemma":[0.00001751586,0.000291774,0.9940726,0.00001420332,0.00004623584,0.0006635273,0.0001441514,0.00365213,0.0007457217,0.0001444047,0.0001956794,0.0000120946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982509,0.0003230122,0.0005248538,0.0000326751,0.00001794999,0.00001015496,0.0001663422,0.00001806844,0.0006560184],"genre_scores_gemma":[0.9993244,0.00002812537,0.0004515996,0.00001076333,0.000009288633,0.000005312473,0.000135414,0.000002699763,0.00003228011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002303254,"threshold_uncertainty_score":0.01218092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436682161888668,"score_gpt":0.3283043532777161,"score_spread":0.3039375316588294,"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."}}