{"id":"W2102185401","doi":"10.5539/gjhs.v5n1p79","title":"Eye Disorders in Old People","year":2012,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qazvin University of Medical Sciences","keywords":"Medicine; Visual acuity; Eye examination; Ophthalmoscopy; Cross-sectional study; Optometry; Visual impairment; Astigmatism; Population; Outpatient clinic; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001889103,0.00006031877,0.0002408368,0.00009923739,0.0001429911,0.000005125678,0.0001166974,0.0000221628,0.00001879504],"category_scores_gemma":[0.000138746,0.00004338482,0.00003743136,0.0006416907,0.0002156817,0.0003017199,0.00004342899,0.0001386623,0.00001259556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392642,"about_ca_system_score_gemma":0.0003943481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139797,"about_ca_topic_score_gemma":0.00001818432,"domain_scores_codex":[0.9987559,0.0000280575,0.000339487,0.00007330011,0.0003374239,0.0004658198],"domain_scores_gemma":[0.9994004,0.00001425362,0.0001915313,0.00007061862,0.00006762867,0.0002555235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004559317,0.0003387737,0.9966708,0.00003046096,0.000003480949,0.000002577892,0.0002599118,0.000001982307,0.00001416148,0.0002631659,0.0002931431,0.002075942],"study_design_scores_gemma":[0.0005480658,0.001032163,0.9968517,0.00008453287,0.000004915334,0.0004918113,0.0005472433,0.000007006317,0.000007291504,0.0001793014,0.0002121816,0.00003374332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897401,0.001722842,0.00002973287,0.006727077,0.0006655024,0.00009429454,6.587453e-7,0.000003657959,0.001016101],"genre_scores_gemma":[0.9984966,0.000240886,0.0004139237,0.0007506078,0.00007053229,6.084263e-7,9.43628e-8,0.000001408304,0.0000253555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00875645,"threshold_uncertainty_score":0.1769182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246378279389506,"score_gpt":0.4300120941116162,"score_spread":0.3975483113177212,"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."}}