{"id":"W4391217687","doi":"10.1148/rg.230081","title":"Understanding Visual Disorders through Correlation of Clinical and Radiologic Findings","year":2024,"lang":"en","type":"article","venue":"Radiographics","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Abnormality; Extraocular muscles; Ocular Motility Disorders; Neuroimaging; Diplopia; Pupil; Mydriasis; Miosis; Strabismus; Neuroscience; Eye movement; Cranial nerves; Ophthalmology; Anatomy; Psychology","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":[0.0006221938,0.0005952666,0.0004978381,0.005056895,0.0002662059,0.001106318,0.0004901575,0.0006585562,0.006112263],"category_scores_gemma":[0.003229249,0.0002090339,0.0002918201,0.0009886798,0.0004320802,0.001730243,0.0007606539,0.0006613491,0.001633564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405085,"about_ca_system_score_gemma":0.0004987593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003566991,"about_ca_topic_score_gemma":0.003153068,"domain_scores_codex":[0.999551,0.00008212504,0.000084971,0.00008073069,0.0001298601,0.00007127612],"domain_scores_gemma":[0.9990771,0.0002191327,0.0002341756,0.00005316152,0.0003466674,0.00006981022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002059844,0.0004363025,0.7150938,0.0005507373,0.0001232662,0.02063052,0.0004845222,0.0009025379,0.007262782,0.002442278,0.01147462,0.2403927],"study_design_scores_gemma":[0.00003368558,0.0003436582,0.8005231,0.001914924,0.0002380253,0.145763,0.002612175,0.005014088,0.004914451,0.008799943,0.02972041,0.0001225598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021698,0.06351512,0.04852821,0.0116317,0.0004713791,0.001259757,0.004646461,0.001601746,0.1661758],"genre_scores_gemma":[0.9466386,0.02337742,0.02047975,0.001056852,0.0005358497,0.0001610693,0.001454694,0.00008408872,0.006211692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006112263,"threshold_uncertainty_score":0.02044749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208662017084306,"score_gpt":0.4004705069442035,"score_spread":0.2796043052357729,"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."}}