{"id":"W4414194337","doi":"10.1097/iae.0000000000004680","title":"Corkscrew Vessels and Hidden Clues: Retinal and Choroidal Manifestations of NF1","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Retinal; Retina; Retinal Vein; Retinal Artery; Retinal pigment epithelium","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":[0.00009729261,0.00008227866,0.0001981636,0.00007482235,0.00005779326,0.00001571783,0.00002991062,0.00004593366,0.00003316272],"category_scores_gemma":[0.0001263499,0.00007172996,0.00002783966,0.0001096783,0.0001182161,0.00003684354,0.0000451678,0.00008978127,0.00000208128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007474172,"about_ca_system_score_gemma":0.00004450393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001991203,"about_ca_topic_score_gemma":0.000001684418,"domain_scores_codex":[0.9993988,0.0000319627,0.0001902746,0.0001743712,0.00009925877,0.0001053801],"domain_scores_gemma":[0.9995555,0.000123398,0.00005379895,0.0001479795,0.00005551289,0.00006376707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00120284,0.0004596393,0.7017787,0.003970532,0.0002196593,0.001761485,0.001824505,4.530058e-7,0.1717478,0.0506252,0.03334249,0.03306667],"study_design_scores_gemma":[0.001452451,0.0006487354,0.971719,0.001029363,0.0002208463,0.001450222,0.0006224887,0.000106605,0.01461654,0.001081864,0.006904105,0.0001477979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872754,0.001246943,0.00002653207,0.001285394,0.00004249827,0.0001664765,0.00001186618,0.00002486868,0.009920063],"genre_scores_gemma":[0.9972129,0.0003116953,0.001000027,0.0001544513,0.00002970102,0.000005734442,0.000008395893,0.000007615431,0.00126945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699403,"threshold_uncertainty_score":0.2925063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216458244912857,"score_gpt":0.2786911014386906,"score_spread":0.2665265189895621,"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."}}