{"id":"W2585906675","doi":"","title":"The use of retinal wide-field imaging system to screen for sickle cell retinopathy (SCR)","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Retinal; Medicine; Ophthalmology; Retinopathy; Retinal Disorder; Endocrinology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001160151,0.0001964946,0.0003159499,0.0001420286,0.0005012411,0.00003655224,0.0003813564,0.0001016902,0.00001702667],"category_scores_gemma":[0.003763538,0.0001055692,0.00009569748,0.0006820157,0.003144394,0.0002106978,0.0001912032,0.0001656246,0.00003290451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177516,"about_ca_system_score_gemma":0.0004429812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564356,"about_ca_topic_score_gemma":0.000001579736,"domain_scores_codex":[0.9978421,0.0001289901,0.0004418466,0.0005469295,0.0004131857,0.0006269007],"domain_scores_gemma":[0.997114,0.001343974,0.0002330878,0.0003768602,0.0005327762,0.0003992981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003586839,0.00006673634,0.08391967,0.00006209577,0.00001462632,0.00009569176,0.0005582116,0.000007747267,0.9110499,0.0006573944,0.001446851,0.001762382],"study_design_scores_gemma":[0.001283934,0.003174492,0.03526774,0.0009285421,0.00007367916,0.0004916631,0.001677774,0.0009652047,0.9530278,0.0006228798,0.002175349,0.0003108856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893872,0.0001036337,0.0001950892,0.007487181,0.0003347795,0.0008197704,0.00001481636,0.00003972462,0.001617846],"genre_scores_gemma":[0.9959609,0.000006437044,0.002336079,0.0007343685,0.00005119511,0.00004925857,0.000001247448,0.0000185875,0.0008419342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04865194,"threshold_uncertainty_score":0.9995685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366564082028117,"score_gpt":0.31045868800484,"score_spread":0.2767930471845588,"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."}}