{"id":"W4213046823","doi":"10.1016/j.ophtha.2020.11.006","title":"Congenital Microcoria","year":2021,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Ultrasound biomicroscopy; Ophthalmology; IRIS (biosensor); Dilator; Angle-closure glaucoma; Glaucoma; Congenital glaucoma; Optometry; Surgery","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":[0.00002788399,0.00006727385,0.0001544157,0.00002559027,0.00002982788,0.00000388196,0.00003168549,0.00008807241,0.002720606],"category_scores_gemma":[0.00005414575,0.00005894889,0.00007128198,0.00009022325,0.0000656565,0.00001198048,0.00003082675,0.000104387,0.0004231652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001037253,"about_ca_system_score_gemma":0.0000843696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001562139,"about_ca_topic_score_gemma":9.529656e-7,"domain_scores_codex":[0.9994928,0.00002829217,0.00009495383,0.0001603606,0.00005668246,0.0001668995],"domain_scores_gemma":[0.9996605,0.0000262693,0.00001632584,0.0001505377,0.00007449891,0.00007187959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002071195,0.0003690598,0.7427211,0.00006262957,0.0001574125,0.02861134,0.0001187391,8.324143e-8,0.2195891,0.001994053,0.005025841,0.001143458],"study_design_scores_gemma":[0.001471104,0.0003962308,0.8397785,0.0000152554,0.00009631764,0.1167552,0.0003128233,0.000008527571,0.01405125,0.0008853231,0.02608717,0.0001422913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784341,0.0006716212,0.000006086672,0.001246293,0.0003246653,0.00006047833,0.00000180181,0.00001631122,0.1192387],"genre_scores_gemma":[0.982743,0.000009980033,0.0006705535,0.000297084,0.00008107455,0.000005453012,0.00003123415,0.00001030867,0.01615133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055379,"threshold_uncertainty_score":0.9981911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592261556562353,"score_gpt":0.2879679248660963,"score_spread":0.2720453093004728,"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."}}