{"id":"W4406591813","doi":"10.1111/aos.17149","title":"Neurophthalomogical assessment in ARSACS syndrome","year":2025,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984014,0.0001857206,0.0004617494,0.000206098,0.00005176183,0.00002052474,0.0001499303,0.0001553805,0.0006944633],"category_scores_gemma":[0.0002118195,0.0001345721,0.0001540706,0.000513187,0.00008188682,0.00005030674,0.0001393964,0.0004636224,0.00004709246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007424335,"about_ca_system_score_gemma":0.0001268631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002634528,"about_ca_topic_score_gemma":1.887776e-7,"domain_scores_codex":[0.9985689,0.0001192931,0.0003339608,0.000406802,0.0002184484,0.0003525885],"domain_scores_gemma":[0.9992613,0.0001826302,0.00005216165,0.0003582743,0.00004209093,0.0001035382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003340048,0.001397391,0.9050868,0.0001765441,0.00009235892,0.06939211,0.00001952502,0.000006065007,0.01716908,0.002499488,0.001609009,0.002217677],"study_design_scores_gemma":[0.0005408449,0.0004447844,0.9839186,0.0001245166,0.00003330525,0.008868513,0.00002598681,0.00005034469,0.0001509387,0.001103262,0.004609863,0.0001290393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772335,0.0001379865,0.0000132481,0.00333172,0.0002213327,0.00029379,0.000001819041,0.00005650882,0.1187101],"genre_scores_gemma":[0.9941773,0.00004741347,0.0006408144,0.000866356,0.00002066231,0.00004800931,0.00001638053,0.0000103478,0.004172741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169438,"threshold_uncertainty_score":0.7603886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950537474038966,"score_gpt":0.331465392929171,"score_spread":0.3019600181887813,"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."}}