{"id":"W2015611290","doi":"10.1111/j.1755-3768.2009.4216.x","title":"Assessment of retinal arteriolar hemodynamics in patients pre‐ and post‐cataract extraction","year":2009,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Ophthalmology; Retinal; Blood flow; Densitometry; Hemodynamics; Phacoemulsification; Cataract surgery; Cardiology; Internal medicine; Visual acuity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886318,0.0001110808,0.0002848021,0.0001116635,0.00003043013,0.00001241954,0.00005451695,0.00007063786,0.00004618981],"category_scores_gemma":[0.00009794928,0.00008674519,0.000062056,0.0001395244,0.00004227028,0.000102409,0.00001757364,0.0001991847,9.48537e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423686,"about_ca_system_score_gemma":0.00002364414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004050738,"about_ca_topic_score_gemma":2.404965e-7,"domain_scores_codex":[0.999134,0.00005303554,0.0002615381,0.000224214,0.0001766246,0.00015061],"domain_scores_gemma":[0.9994909,0.00004009047,0.0001400584,0.0001815058,0.0000917453,0.00005576604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826284,0.0006761022,0.9320198,0.0000277901,0.00001828227,0.00009118766,0.00004109925,0.000003147981,0.06292073,0.00002449599,0.0000104843,0.003984269],"study_design_scores_gemma":[0.0005097922,0.001715032,0.9958535,0.00006961653,0.00005395215,0.0002342323,0.00004168033,0.00109384,0.0002343066,0.00009386965,0.00001859856,0.00008155711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956757,0.00003498257,0.0000206455,0.0005836511,0.00002016707,0.0001368539,0.00000370807,0.0000132096,0.003511124],"genre_scores_gemma":[0.9976993,0.00004133691,0.001932791,0.00011497,0.00001528985,0.000002333617,0.00007293634,0.000004834646,0.0001162346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06383374,"threshold_uncertainty_score":0.3537366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118224667973294,"score_gpt":0.3198970741752578,"score_spread":0.3080746073779284,"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."}}