{"id":"W4238923774","doi":"10.1007/978-1-4471-5191-3_21","title":"Visual Impairments","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Parkinson's Clinic of Eastern Toronto & Movement Disorders Centre","funders":"","keywords":"Medicine; Visual field; Ophthalmology; Optic neuritis; Diplopia; Multiple sclerosis; Visual acuity; Cortical blindness; Blurred vision; Neurological examination; Surgery; Optometry; Blindness","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":[0.0001894266,0.0006261939,0.0003181451,0.001210577,0.0008849613,0.001376741,0.0005363748,0.0007059631,0.1077782],"category_scores_gemma":[0.0005808563,0.0001549819,0.000260929,0.0008877161,0.0005569007,0.001277383,0.001348423,0.001437716,0.0319923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730869,"about_ca_system_score_gemma":0.001210787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004635945,"about_ca_topic_score_gemma":0.01885787,"domain_scores_codex":[0.9998795,0.00001830638,0.000005423332,0.00001638475,0.00005932705,0.00002112569],"domain_scores_gemma":[0.999882,0.00003244896,0.00000575492,0.00001220347,0.0000446919,0.00002293764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008162584,0.0000427185,0.0001167107,0.0001236762,0.000001906723,0.00009073925,0.0002534773,0.0001146009,0.0001749026,0.03560115,0.7104941,0.2529778],"study_design_scores_gemma":[0.000001638755,0.000007342701,0.0003106722,0.000213915,0.000001514473,0.0002422174,0.0001159108,0.00003165865,0.00005380046,0.006081685,0.9929368,0.000002844403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000559015,0.01758107,0.001137687,0.002450619,0.001765969,0.0000394065,0.000181537,0.00009518443,0.9761896],"genre_scores_gemma":[0.003030208,0.01373528,0.0006429882,0.0017101,0.0004021661,0.00003173171,0.000170933,0.00003793115,0.9802387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1077782,"threshold_uncertainty_score":0.3605541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576511153401483,"score_gpt":0.3497988599609296,"score_spread":0.3140337484269147,"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."}}