{"id":"W4405645701","doi":"10.1097/wco.0000000000001340","title":"Optical coherence tomography: implications for neurology","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Neurology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Optical coherence tomography; Neurology; Medicine; Tomography; Radiology; Psychiatry","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":[0.00008979993,0.0001255282,0.000205482,0.0002576014,0.00003620724,0.0000116828,0.0001035559,0.0001297131,0.00003262448],"category_scores_gemma":[0.0000822638,0.0001092996,0.0001229343,0.0003139584,0.0001651561,0.00003035431,0.00003897659,0.0004344964,0.00003212146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004891276,"about_ca_system_score_gemma":0.00007272506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003369061,"about_ca_topic_score_gemma":0.000002694575,"domain_scores_codex":[0.99891,0.00004796471,0.0002521346,0.0004195216,0.00005962262,0.0003107662],"domain_scores_gemma":[0.9993575,0.000281854,0.00002270115,0.00020245,0.00004128087,0.00009421093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083624,0.0006902011,0.7262927,0.001582268,0.00004229919,0.00001751643,0.0001340878,0.00001117607,0.001705237,0.1542591,0.0428021,0.0713797],"study_design_scores_gemma":[0.0006798942,0.001330282,0.6756929,0.00005575073,0.00002242413,0.0002272581,0.00000257671,0.001102183,0.00001133355,0.006647571,0.3141297,0.00009816288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200705,0.01398681,0.004073677,0.1398878,0.01822595,0.002010685,0.00005204865,0.0003343888,0.001358121],"genre_scores_gemma":[0.9973013,0.000733102,0.00009774624,0.0009285982,0.0004067391,0.0003819153,0.0001068018,0.00002593456,0.0000178077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2713276,"threshold_uncertainty_score":0.4457108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926109849428403,"score_gpt":0.3669231380275639,"score_spread":0.3176620395332799,"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."}}