{"id":"W4392596335","doi":"10.1016/j.msard.2024.105542","title":"OCT-Angiography in AQP4-positive NMOSD: finding subclinical disease using a new tool","year":2024,"lang":"en","type":"editorial","venue":"Multiple Sclerosis and Related Disorders","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Nerve fiber layer; Subclinical infection; Multiple sclerosis; Retina; Inner plexiform layer; Ganglion; Optic nerve; Ophthalmology; Optical coherence tomography; Retinal; Optical coherence tomography angiography; Neuromyelitis optica; Ganglion cell layer; Pathology; Neuroscience; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007997017,0.0006805406,0.001242373,0.001250598,0.0001822171,0.0001895707,0.0002440454,0.001697432,0.00009247928],"category_scores_gemma":[0.002496272,0.0005778292,0.001029133,0.001432363,0.0003159404,0.0001400847,0.0002947896,0.002433929,0.00008025973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330553,"about_ca_system_score_gemma":0.001033716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464949,"about_ca_topic_score_gemma":0.0002131489,"domain_scores_codex":[0.9950132,0.0002523037,0.001213608,0.001362111,0.001271864,0.0008868599],"domain_scores_gemma":[0.9964935,0.001815058,0.0002417665,0.0005977359,0.0001400875,0.0007118558],"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":[0.002273036,0.0006351038,0.171427,0.00304083,0.002144582,0.0003844841,0.002920791,0.000109153,0.0003078973,0.00002293365,0.8102247,0.006509503],"study_design_scores_gemma":[0.1147427,0.002545169,0.07905728,0.2074353,0.01322602,0.0005070441,0.007633479,0.06828596,0.00005326774,0.003123368,0.4940054,0.009385027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.3870946,0.06390655,0.00006687841,0.001348976,0.5416628,0.004149411,0.0006196719,0.0003914678,0.0007596906],"genre_scores_gemma":[0.7090418,0.03367443,0.0007050218,0.0001178275,0.2463555,0.0002726227,0.002290848,0.0008525314,0.006689453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3219472,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03709265859973692,"score_gpt":0.31035083546337,"score_spread":0.2732581768636331,"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."}}