{"id":"W4387610528","doi":"10.1097/01.tp.0000992996.34502.b3","title":"116.6: Deceased donation reform: a qualitative assessment of impact","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Izaak Walton Killam Health Centre; Université Laval; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Donation; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007135642,0.0001035226,0.0001279264,0.0004263971,0.00009572482,0.00006450452,0.00008505908,0.00004622172,0.0003630007],"category_scores_gemma":[0.00002266921,0.00008783074,0.0000780419,0.0008663173,0.00002410152,0.001473399,0.000005548287,0.00007540702,0.000139883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003168058,"about_ca_system_score_gemma":0.00003474671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135395,"about_ca_topic_score_gemma":0.0002351132,"domain_scores_codex":[0.9990379,0.00003516628,0.0002845205,0.0001516641,0.0003615889,0.0001291491],"domain_scores_gemma":[0.9993789,0.0001216603,0.00021697,0.00008782158,0.000185058,0.000009642872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002091452,0.00137451,0.05631512,0.00480772,0.0008192429,0.00009545586,0.02382066,0.006318817,0.0674326,0.7799677,0.003081333,0.05387543],"study_design_scores_gemma":[0.005460602,0.00008035886,0.9339287,0.0001620522,0.0004391951,0.000004897979,0.007368471,0.03532518,0.001966431,0.01235559,0.002424263,0.0004842438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565905,0.000009272052,0.006681883,0.001290714,0.0001814614,0.0002713196,0.00003740961,0.0002302305,0.03470721],"genre_scores_gemma":[0.998458,0.00008370244,0.0003484883,0.0002067779,0.00009133249,0.00002307002,0.0007017556,0.00001332134,0.00007354421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8776136,"threshold_uncertainty_score":0.3974603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500947965607791,"score_gpt":0.3783093772660658,"score_spread":0.3332998976099879,"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."}}