{"id":"W4200023577","doi":"10.1016/j.jcjo.2021.11.007","title":"Descemet's membrane endothelial keratoplasty tissue type and endothelial cell loss over time","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Massachusetts Eye and Ear","keywords":"Medicine; Descemet membrane; Surgery; Endothelial stem cell; Ophthalmology; Endothelium; Visual acuity; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008894269,0.0001518126,0.0003825907,0.001566097,0.000350453,0.001259985,0.0004167523,0.0004928159,0.00397937],"category_scores_gemma":[0.002200355,0.000142571,0.0006088309,0.001269397,0.0004139614,0.001110231,0.0003981655,0.00061618,0.0006900563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006292276,"about_ca_system_score_gemma":0.0003718359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005447319,"about_ca_topic_score_gemma":0.005094832,"domain_scores_codex":[0.9994398,0.00005902534,0.00005559632,0.0001235889,0.0001679123,0.0001540588],"domain_scores_gemma":[0.9969361,0.0006846102,0.001117552,0.0001812961,0.0007254187,0.0003549642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00515925,0.0003193597,0.9710892,0.00004477602,0.000231368,0.0007576598,0.0003822877,0.0002121701,0.008049452,0.0001038327,0.0002321914,0.01341857],"study_design_scores_gemma":[0.00000938112,0.0004330158,0.9956754,0.000009185882,0.00008199297,0.0008896935,0.0004649123,0.0002205146,0.001534978,0.00005059878,0.0006201414,0.00001012116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982157,0.0005232864,0.0001368235,0.00002555396,0.00001198939,0.000009809282,0.000363549,0.000005074759,0.0007082702],"genre_scores_gemma":[0.997997,0.0001727923,0.0000654035,0.00001532069,0.00001226322,0.00001147071,0.0003253681,0.000003085904,0.001397199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005447319,"threshold_uncertainty_score":0.01331228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485927037350793,"score_gpt":0.2500793660556309,"score_spread":0.2352200956821229,"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."}}