{"id":"W4250181421","doi":"10.1007/978-3-642-36200-2_256-1","title":"Organ Donor Management","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Computer science","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":[0.000567782,0.000513299,0.0003639253,0.000709572,0.0006918734,0.001606677,0.0005936142,0.0007495222,0.05301132],"category_scores_gemma":[0.001014839,0.00014977,0.0002924078,0.0004536253,0.000481649,0.001243055,0.001563099,0.002178242,0.01791089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007820018,"about_ca_system_score_gemma":0.001628813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008834718,"about_ca_topic_score_gemma":0.003075455,"domain_scores_codex":[0.9997934,0.00004776964,0.00001112562,0.00002379913,0.00009294476,0.00003102542],"domain_scores_gemma":[0.9998494,0.00003979531,0.00001036139,0.00001439646,0.00004181847,0.00004411594],"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":[0.00001410215,0.00006150291,0.0002886508,0.0001733454,0.000004210057,0.0003906191,0.0002180647,0.0003915402,0.0003116898,0.03889284,0.5158943,0.4433591],"study_design_scores_gemma":[0.000002292285,0.000009550224,0.0002843381,0.0003526715,0.00000265947,0.00112271,0.00008287718,0.00009546058,0.0001049306,0.01224363,0.985694,0.000004878112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001611785,0.04534892,0.01028613,0.01139644,0.007858102,0.0000890973,0.0002245349,0.0002152156,0.9229698],"genre_scores_gemma":[0.01116484,0.03605209,0.004590682,0.005808951,0.003424344,0.0001123932,0.0003702251,0.0001285663,0.9383479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05301132,"threshold_uncertainty_score":0.1773406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129374006998694,"score_gpt":0.2326491679062218,"score_spread":0.2197117672063524,"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."}}