{"id":"W1972945019","doi":"10.1097/00003226-200103000-00002","title":"Corneal Graft Outcome Study","year":2001,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Corneal Transplant; Corneal transplantation; Surgery; Corneal graft; Univariate analysis; Corneal neovascularization; Retrospective cohort study; Glaucoma; Population; Transplantation; Multivariate analysis; Ophthalmology; Cornea; Neovascularization; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002103529,0.0001599058,0.0003259782,0.0000898242,0.00008655761,0.00001942117,0.00008708223,0.00006013816,0.00124618],"category_scores_gemma":[0.0001490213,0.0001359947,0.0001312503,0.0003363031,0.00005210145,0.00006186101,0.00004918865,0.0001824843,0.0007063227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003568594,"about_ca_system_score_gemma":0.00004678969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123747,"about_ca_topic_score_gemma":0.00007986033,"domain_scores_codex":[0.9988166,0.00003679067,0.0003067944,0.0002952563,0.0002332898,0.0003112789],"domain_scores_gemma":[0.9991828,0.00008134049,0.000051961,0.0004072986,0.00006230495,0.0002142884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003333021,0.0008305171,0.9801548,0.00001143414,0.00003449383,0.0005814323,0.0001797223,0.000002730558,0.0000739518,0.00007373142,0.003158118,0.01456584],"study_design_scores_gemma":[0.002108224,0.0005647905,0.9559228,0.00001189417,0.0001033203,0.0001673533,0.000754317,0.00009993639,0.00002536928,0.0001243117,0.03993446,0.0001832399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698208,0.000162154,0.000126379,0.0005130221,0.0003812403,0.0004826819,0.000002200579,0.0001837619,0.02832778],"genre_scores_gemma":[0.9922199,0.00002040264,0.00002995096,0.001209193,0.0001455504,0.00002667159,0.00001463832,0.00002279731,0.006310957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03677634,"threshold_uncertainty_score":0.9996668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06122946160181433,"score_gpt":0.3318702825376725,"score_spread":0.2706408209358582,"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."}}