{"id":"W4399860073","doi":"10.58931/cect.2024.3242","title":"Endothelial Corneal Dystrophy","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ophthalmology; Corneal dystrophy; Dystrophy; Medicine; Cornea; Pathology","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":[0.00004518802,0.0001299877,0.0001671205,0.0002109229,0.00007437653,0.00004443058,0.0000595983,0.0000943308,0.001695949],"category_scores_gemma":[0.0000501453,0.0001206815,0.0001378914,0.0002376953,0.00005726914,0.00004878359,0.000008787707,0.0001911756,0.0006606166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476491,"about_ca_system_score_gemma":0.00128281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03210503,"about_ca_topic_score_gemma":0.06056351,"domain_scores_codex":[0.9991045,0.0000157135,0.0001252855,0.0002556016,0.0001219754,0.0003768991],"domain_scores_gemma":[0.9989933,0.00003551492,0.000008602881,0.0002074702,0.00005954598,0.0006956172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002543585,0.00004367002,0.06965918,0.001169809,0.0003148062,0.01760817,0.006203718,0.00002736254,0.003358628,0.01171988,0.2685588,0.6210816],"study_design_scores_gemma":[0.0002884895,0.0001000811,0.01026785,0.0001325994,0.0000688062,0.00006169675,0.0007670565,0.0000635457,0.0003890563,0.0000885348,0.9875867,0.0001855528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7324721,0.01033642,0.00004487161,0.005054226,0.003346927,0.0004954324,0.0005686115,0.0003493307,0.247332],"genre_scores_gemma":[0.9925218,0.00002845606,0.00002660579,0.001710732,0.0004620026,0.00001592608,0.0001215246,0.00003105157,0.00508196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7190279,"threshold_uncertainty_score":0.9992166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008925368530798995,"score_gpt":0.2437053474886741,"score_spread":0.2347799789578751,"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."}}