{"id":"W4367296578","doi":"10.1097/txd.0000000000001416","title":"Organ and Tissue Donation Consent Model and Intent to Donate Registries: Recommendations From an International Consensus Forum","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Translational Research in Oncology; Dalhousie University","funders":"Canadian Blood Services","keywords":"Medicine; Organ donation; Donation; Tissue Donation; MEDLINE; Family medicine; Consensus conference; Law; Transplantation; Surgery; Internal medicine","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":[0.0001759785,0.000163772,0.0001916719,0.0003485816,0.0001339236,0.00006739836,0.00005672311,0.00008070011,0.0001243672],"category_scores_gemma":[0.00006547922,0.0001673383,0.00002353109,0.000278673,0.00006373943,0.0001945539,0.0000102528,0.0001017009,0.00004685419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004853533,"about_ca_system_score_gemma":0.00007088132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002290187,"about_ca_topic_score_gemma":0.0008218745,"domain_scores_codex":[0.9987997,0.00005461894,0.000326922,0.0003857104,0.0002635604,0.0001694508],"domain_scores_gemma":[0.9991928,0.0002326781,0.00007099498,0.0001391196,0.0001595373,0.000204863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01144777,0.001292112,0.1894897,0.001576893,0.00181661,0.0008447286,0.101065,0.006681757,0.3825569,0.03907101,0.03150368,0.2326539],"study_design_scores_gemma":[0.01933244,0.001066221,0.7236901,0.001272429,0.001316298,0.0007146861,0.00704185,0.1199564,0.08767206,0.006082273,0.03018494,0.001670362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458156,0.00003606058,0.004865824,0.04437942,0.0003109076,0.0006202186,0.001179878,0.0003702957,0.002421788],"genre_scores_gemma":[0.9875581,0.002282273,0.003483047,0.00134976,0.00005043524,0.00004067431,0.004255947,0.00002897972,0.000950762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5342004,"threshold_uncertainty_score":0.6823859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292910322578084,"score_gpt":0.3319547814284817,"score_spread":0.2890256782027008,"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."}}