{"id":"W7088338878","doi":"10.1007/978-3-032-06112-6_1","title":"Donors and Procurement","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Donation; Organ procurement; Organ donation; Procurement; Cold storage; Transplantation","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":[0.001037619,0.0006858576,0.0004630545,0.0008886021,0.001282396,0.002756646,0.001058622,0.001116857,0.06327251],"category_scores_gemma":[0.0009188324,0.0004296995,0.0003007924,0.001010554,0.0007922028,0.002649784,0.002816621,0.002929345,0.06286525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008244583,"about_ca_system_score_gemma":0.001036537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005628646,"about_ca_topic_score_gemma":0.001261087,"domain_scores_codex":[0.9995911,0.00007100074,0.00002992967,0.00007897548,0.0002011023,0.00002791285],"domain_scores_gemma":[0.9997932,0.00005444444,0.00001362154,0.00003257761,0.00005859671,0.00004748104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004502105,0.00006658757,0.0002049163,0.0007068678,0.000005306807,0.000393165,0.0009415453,0.0002039693,0.003897839,0.1890547,0.3697626,0.4347175],"study_design_scores_gemma":[0.000001199596,0.000004692904,0.00004438225,0.0001176488,6.069731e-7,0.0002354842,0.00004106837,0.00001239204,0.0002270607,0.007021191,0.9922916,0.000002685859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001569817,0.09328,0.02839484,0.007373987,0.01083592,0.0003291823,0.001428374,0.0006704458,0.8561174],"genre_scores_gemma":[0.0081024,0.07633169,0.03040647,0.005426508,0.002483518,0.0004074708,0.001614049,0.000609865,0.8746181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06327251,"threshold_uncertainty_score":0.2116676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007714118271017041,"score_gpt":0.213897059631479,"score_spread":0.2061829413604619,"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."}}