{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04890215,0.001023975,0.001335143,0.004240685,0.01708319,0.007711441,0.005639036,0.01123481,0.009371432],"category_scores_gemma":[0.03405434,0.0007547666,0.001994228,0.004080416,0.003561779,0.002724051,0.007617108,0.01180555,0.001106757],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1176813,"about_ca_system_score_gemma":0.5181167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8761395,"about_ca_topic_score_gemma":0.9449809,"domain_scores_codex":[0.9727659,0.005601423,0.001980155,0.001303326,0.01079532,0.007553846],"domain_scores_gemma":[0.9070825,0.005796541,0.001551007,0.0005005094,0.05363307,0.03143642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005956583,0.00006046907,0.00187804,0.001062056,0.00003329294,0.0006320257,0.005031629,0.0003393881,0.0005558596,0.006332701,0.943864,0.04015088],"study_design_scores_gemma":[0.00005763691,0.00003175833,0.004741232,0.002523798,0.00005054882,0.0002239913,0.01388917,0.0003027692,0.0002725382,0.00204231,0.9757695,0.00009479866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007612474,0.02507871,0.002372485,0.8814214,0.05257868,0.000696681,0.001631389,0.0001295314,0.02847855],"genre_scores_gemma":[0.2996359,0.08510605,0.05001304,0.4125598,0.01620072,0.00229865,0.008255611,0.0004150871,0.1255152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8823187,"threshold_uncertainty_score":0.8538418,"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."}}