{"id":"W2621026698","doi":"10.1017/cjn.2017.105","title":"P.020 A novel scale for describing visual outcomes in patients following resection of lesions affecting the optic apparatus – Unified Visual Function Scale","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Visual field; Visual acuity; Scale (ratio); Medicine; Function (biology); Resection; Optometry; Computer science; Surgery; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004226313,0.0002340484,0.0005474556,0.0006847754,0.004367606,0.0003491489,0.0009535533,0.0001995741,0.00001972156],"category_scores_gemma":[0.004666443,0.0001421439,0.0003369085,0.0005517751,0.003296169,0.0008035278,0.00006380321,0.0009201848,6.17321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483793,"about_ca_system_score_gemma":0.001365827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774522,"about_ca_topic_score_gemma":0.04514431,"domain_scores_codex":[0.9970059,0.0003898579,0.0007436557,0.0003954044,0.0005393379,0.0009258895],"domain_scores_gemma":[0.9972521,0.0006811609,0.0008933254,0.0001544843,0.0003537361,0.0006651728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004370769,0.0001081558,0.9966078,0.000008648751,0.0000203421,0.0002263691,0.0002584302,0.0008359205,0.0002157224,0.0000433377,0.00002079258,0.001217341],"study_design_scores_gemma":[0.001104167,0.05811141,0.9353892,0.00008359273,0.0000913754,0.001466704,0.0006300115,0.001849677,0.0001195275,0.0009910428,0.00002048261,0.0001427918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957408,0.0001379035,0.00007898464,0.001965969,0.001242569,0.0003624888,0.000004132412,0.000006797792,0.0004603448],"genre_scores_gemma":[0.9986576,0.00001598884,0.0006942028,0.0004981813,0.0001044183,0.000004815155,4.796755e-7,0.000009560407,0.00001477214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06121865,"threshold_uncertainty_score":0.9994163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06733477055565447,"score_gpt":0.3332875408399854,"score_spread":0.265952770284331,"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."}}