{"id":"W4405273579","doi":"10.1097/iae.0000000000004369","title":"SICKLE CELL RETINOPATHY LOST TO FOLLOW-UP STUDY","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Wills Eye Hospital","keywords":"Retinopathy; Medicine; Ophthalmology; Endocrinology; Diabetes mellitus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003002233,0.0001548096,0.0002630865,0.00009886188,0.00008769827,0.00001986443,0.0000666734,0.0000619941,0.0004669617],"category_scores_gemma":[0.00009291448,0.0001206815,0.00008422375,0.0002764994,0.00003833366,0.00003479845,0.0001083379,0.0002046707,0.003347128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004522519,"about_ca_system_score_gemma":0.00003893163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001708648,"about_ca_topic_score_gemma":0.000002396749,"domain_scores_codex":[0.9989598,0.00005406159,0.0001837934,0.000341398,0.0001901153,0.0002708177],"domain_scores_gemma":[0.9994807,0.00008500223,0.00001762545,0.0002411705,0.00004794636,0.0001275969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271912,0.003442218,0.8118033,0.000919746,0.0003438847,0.004029376,0.01599013,7.519861e-7,0.01015342,0.0003085767,0.1495581,0.00217857],"study_design_scores_gemma":[0.004765641,0.0483271,0.8486569,0.001010555,0.001136723,0.0004949849,0.01156533,0.00008317718,0.01347255,0.0002669579,0.06939023,0.0008298506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609382,0.0005502538,0.000009007888,0.002005866,0.0009420032,0.0007057122,0.000004573489,0.0001391869,0.03470526],"genre_scores_gemma":[0.9417248,0.00001477751,0.00006710772,0.0003277732,0.0002384824,0.00002997934,0.00000451438,0.00002478756,0.05756783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08016783,"threshold_uncertainty_score":0.9974289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030265127348827,"score_gpt":0.3541761245944091,"score_spread":0.3238734733209209,"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."}}