{"id":"W3163689632","doi":"10.1186/s12919-021-00215-6","title":"A National Consensus Forum on improving cornea donation and transplantation access in Canada","year":2021,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Bank of Canada; University of Manitoba; University of British Columbia","funders":"Canadian Blood Services","keywords":"Donation; Transplantation; Medicine; Cornea; Corneal transplantation; Waiting list; Multidisciplinary team; Organ donation; Family medicine; Public relations; Political science; Surgery; Ophthalmology; Nursing; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009511909,0.0000876703,0.0001099153,0.0001234421,0.000047508,0.00004290325,0.00002746818,0.00004321012,0.00002896321],"category_scores_gemma":[0.0000929309,0.00009046387,0.00001499454,0.0002394485,0.00001409693,0.0001357434,0.00000577396,0.000105068,0.000001815774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878052,"about_ca_system_score_gemma":0.001282037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03705461,"about_ca_topic_score_gemma":0.4290677,"domain_scores_codex":[0.9991111,0.000006154885,0.0001938519,0.0002159761,0.0003472438,0.0001257066],"domain_scores_gemma":[0.9995078,0.00007132118,0.00006017762,0.00002324552,0.0002835482,0.00005387908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000900006,0.0001340866,0.9542309,0.001573337,0.00003208668,0.0001146611,0.0008718169,0.00004498579,0.02197804,0.01116657,0.0007102664,0.008243235],"study_design_scores_gemma":[0.003015152,0.00004234973,0.9603798,0.0001626835,0.00003946032,0.0002991829,0.0006348362,0.005257248,0.02957414,0.000305617,0.0001597805,0.0001296936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99286,0.00003507331,0.0001144822,0.002335505,0.00007896869,0.0002133798,0.00002568624,0.00002420033,0.004312771],"genre_scores_gemma":[0.9979,0.00004101863,0.0004644999,0.001315252,0.00003451706,0.00001616509,0.0001013984,0.00001090002,0.0001162118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3920131,"threshold_uncertainty_score":0.9693577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238515017527061,"score_gpt":0.2662184242420255,"score_spread":0.2423669224893194,"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."}}