{"id":"W2227754094","doi":"10.1016/s0041-1345(03)00131-3","title":"Nonexploited potential for organ donation","year":2003,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"Novartis Pharma","keywords":"Organ donation; Donation; Medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804845,0.0001392099,0.0001527182,0.0002097378,0.0001268816,0.00003949785,0.00003719893,0.000101127,0.0002298276],"category_scores_gemma":[0.00003563241,0.0001383307,0.00007724077,0.0002884529,0.00002651247,0.0002913988,6.907775e-7,0.00008795546,0.00004119382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940023,"about_ca_system_score_gemma":0.00005640164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002527225,"about_ca_topic_score_gemma":0.000001683308,"domain_scores_codex":[0.9990147,0.000006404897,0.0002735454,0.0002495002,0.0002676017,0.0001882116],"domain_scores_gemma":[0.9993749,0.00002527956,0.00007753586,0.00004389543,0.0003797269,0.00009869251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002520889,0.0005322505,0.01690752,0.002711695,0.0002110269,0.00002827954,0.006511332,0.00003153779,0.7911608,0.1757654,0.00108157,0.002537718],"study_design_scores_gemma":[0.01755006,0.0006045203,0.07256525,0.0002097609,0.001063367,0.001111023,0.0008642428,0.001224546,0.8948975,0.003401092,0.005935574,0.0005730137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765462,0.00002946177,0.1088226,0.001421959,0.0002621723,0.0012458,0.00005416211,0.0003267224,0.01129089],"genre_scores_gemma":[0.9871445,0.0001452597,0.01103495,0.0004816078,0.00007227946,0.00007566379,0.000431537,0.00003482351,0.0005794313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723643,"threshold_uncertainty_score":0.5640962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320997354964322,"score_gpt":0.2559290438184217,"score_spread":0.2427190702687785,"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."}}