{"id":"W4384937226","doi":"10.1016/j.oret.2023.07.016","title":"Outer Retinal Hyperreflective Dots","year":2023,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; Western University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ophthalmology; Foveal; Visual acuity; Retinal detachment; Macular edema; Epiretinal membrane; Vitrectomy; Retinal","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":[0.0004264378,0.0001967371,0.000404228,0.0002152028,0.0001065941,0.0000106335,0.0001033173,0.0001983184,0.0009053533],"category_scores_gemma":[0.0002738048,0.0001605215,0.0002022829,0.0005401401,0.0001783621,0.00004247154,0.0001102097,0.0003311086,0.002666708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004063813,"about_ca_system_score_gemma":0.00007542573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002016198,"about_ca_topic_score_gemma":2.032021e-7,"domain_scores_codex":[0.9984576,0.0001139091,0.0002506097,0.0004378894,0.0002326301,0.0005074056],"domain_scores_gemma":[0.9991439,0.0001417994,0.00007168383,0.0003529965,0.0001150664,0.0001745538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001949952,0.0003174304,0.8090481,0.0002491404,0.0003008747,0.07903218,0.0006010496,0.000003308141,0.04258316,0.001194306,0.05925885,0.005461665],"study_design_scores_gemma":[0.001143455,0.001091812,0.8841448,0.000148299,0.0001462343,0.06745392,0.0002072183,0.0000953308,0.005236713,0.001983591,0.03793501,0.0004135864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8554251,0.00008955583,0.000007494228,0.002835864,0.0004925335,0.0002148049,0.000004062758,0.0001979203,0.1407326],"genre_scores_gemma":[0.9654126,0.00003191667,0.0003574702,0.000334503,0.0003079963,0.0000504266,0.00006786171,0.00003764046,0.03339961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099875,"threshold_uncertainty_score":0.9981098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04667335639770918,"score_gpt":0.3414620011453121,"score_spread":0.2947886447476029,"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."}}