{"id":"W1992813906","doi":"10.1136/bjo.86.1.57","title":"Outcome of corneal transplantation: can a prioritisation system predict outcome?","year":2002,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Visual acuity; Demographics; Corneal transplantation; Transplantation; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007038916,0.0005332847,0.0006780787,0.002389488,0.0004708215,0.001497216,0.0007441453,0.0008419902,0.002447258],"category_scores_gemma":[0.03345426,0.0001525642,0.000452475,0.002046753,0.0006595593,0.001311189,0.0007664568,0.001086763,0.0005318816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086086,"about_ca_system_score_gemma":0.001374939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007594817,"about_ca_topic_score_gemma":0.006037341,"domain_scores_codex":[0.9973484,0.00130213,0.0003123026,0.0002343752,0.0005319109,0.0002708314],"domain_scores_gemma":[0.9706976,0.01361817,0.008315879,0.0007925144,0.003846547,0.00272933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009821,0.00005649007,0.98598,0.00002804206,0.0000370484,0.00002055298,0.00005988482,0.0004425362,0.00002788312,0.00006408267,0.0008296241,0.01225302],"study_design_scores_gemma":[0.000045382,0.0006529788,0.9830751,0.0001704062,0.00009916662,0.0001932418,0.0003632534,0.01320739,0.0001218931,0.001273438,0.0007675386,0.00003024757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858797,0.002380181,0.002737138,0.004025349,0.0001363352,0.0001044492,0.0009322342,0.00007215256,0.003732352],"genre_scores_gemma":[0.9976144,0.0003034176,0.00107452,0.0001256926,0.0001126738,0.00003744108,0.000593496,0.000006703758,0.0001317702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007594817,"threshold_uncertainty_score":0.03722584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807662632229677,"score_gpt":0.2863391384026268,"score_spread":0.23826251208033,"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."}}