{"id":"W4383684556","doi":"10.58931/cect.2022.1319","title":"Anterior segment ocular coherence tomography","year":2022,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Optical coherence tomography; Medicine; Cornea; Ophthalmology; Posterior segment of eyeball; Cataract surgery; Anterior Eye Segment; Optometry; Corneal dystrophy","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":[0.00008212341,0.000114652,0.0001810839,0.000223443,0.0002539232,0.00001377978,0.0001004183,0.0000342344,0.0044174],"category_scores_gemma":[0.00002155109,0.0001238424,0.000145322,0.0003761181,0.00004328943,0.00002789122,0.00003468901,0.000176847,0.00003294746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382502,"about_ca_system_score_gemma":0.0006399853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0330281,"about_ca_topic_score_gemma":0.03998777,"domain_scores_codex":[0.9990369,0.00004099741,0.0001336332,0.0002384328,0.000195746,0.0003543035],"domain_scores_gemma":[0.9990556,0.00001305856,0.00002688373,0.000283639,0.00005754754,0.0005632694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001440373,0.00007183891,0.825121,0.0001692692,0.0001273726,0.002647331,0.003897789,0.00006818169,0.00156352,0.0001532391,0.04686553,0.1191709],"study_design_scores_gemma":[0.0007364317,0.0003161004,0.1475169,0.00005954939,0.00006950543,0.0000498566,0.007735688,0.0000176121,0.0003754491,0.00003125852,0.8427718,0.0003198799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700537,0.005749242,0.000007237408,0.001845973,0.0005938966,0.0004458429,0.0001909635,0.00006284312,0.02105026],"genre_scores_gemma":[0.9938278,0.00001387518,0.00002488442,0.004875388,0.00004540289,0.00009292905,0.0001161501,0.00001714016,0.0009863927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7959062,"threshold_uncertainty_score":0.9964927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007841246344308063,"score_gpt":0.2251056133112093,"score_spread":0.2172643669669012,"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."}}