{"id":"W4281683223","doi":"10.1097/ico.0000000000003076","title":"Review of Corneal Graft Registries","year":2022,"lang":"en","type":"review","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Corneal graft; MEDLINE; Corneal transplantation; Optometry; Ophthalmology; Cornea","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005256392,0.0004146238,0.003256131,0.0001624874,0.0000719677,0.000006864692,0.0002628312,0.0001734739,0.006722055],"category_scores_gemma":[0.000920821,0.0003382155,0.001366381,0.0008645827,0.0001684008,0.00003274197,0.0001834398,0.0005946573,0.0001110532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112998,"about_ca_system_score_gemma":0.001050222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002806025,"about_ca_topic_score_gemma":0.000001869478,"domain_scores_codex":[0.9976206,0.0001940025,0.001061435,0.0004642293,0.0003643229,0.0002954091],"domain_scores_gemma":[0.9976057,0.0004889455,0.0007235963,0.0009358911,0.00007502802,0.0001708837],"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":[0.00001502427,0.00006934779,0.00001004239,0.2906795,0.00008969055,0.00006029732,0.000004534635,7.017446e-9,1.401426e-8,0.0001026364,0.07936633,0.6296025],"study_design_scores_gemma":[0.0001401688,0.0001298218,0.000003509017,0.1455289,0.001944702,0.0002963336,0.000009105521,1.853882e-7,1.550545e-7,0.00001930049,0.8516995,0.0002282962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.599725e-7,0.980426,0.000005243484,0.00007652673,0.0004487613,0.001154482,0.0001242647,0.00007340212,0.01769083],"genre_scores_gemma":[8.723563e-7,0.9949989,0.00002172306,0.0009746855,0.0001139666,0.0002033382,0.00117514,0.00006443068,0.002446992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7723331,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229403534653079,"score_gpt":0.3719614541553919,"score_spread":0.2490211006900839,"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."}}