{"id":"W3127425367","doi":"10.1016/b978-0-12-819451-5.00015-9","title":"Implementing the vision: the organ repair center","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Organ transplantation; Lung transplantation; Medicine; United Network for Organ Sharing; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188067,0.0006595206,0.0003140587,0.0005130121,0.00196688,0.00653163,0.0006108609,0.003899887,0.05579432],"category_scores_gemma":[0.00175543,0.0002672812,0.000227664,0.000573095,0.001887979,0.004711236,0.002676391,0.007167779,0.01525355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577655,"about_ca_system_score_gemma":0.004851684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497163,"about_ca_topic_score_gemma":0.01372863,"domain_scores_codex":[0.9995126,0.0001509614,0.00001780657,0.00005190622,0.0002123097,0.00005445958],"domain_scores_gemma":[0.9995332,0.0001752521,0.00002133595,0.00002516738,0.00009782607,0.0001472506],"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":[0.000006094524,0.00003391436,0.00008679691,0.00005605312,0.000001585122,0.00004827784,0.0002633098,0.0001110879,0.00008365675,0.1190618,0.7522272,0.1280202],"study_design_scores_gemma":[0.000002173402,0.000008892842,0.0001368209,0.0001899717,0.000001147618,0.0000998128,0.0002792528,0.00006076887,0.00004967754,0.01989075,0.9792755,0.000005267287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006289505,0.04219881,0.005978903,0.1074796,0.01359274,0.00004776494,0.00009350245,0.0002789695,0.8297008],"genre_scores_gemma":[0.007760346,0.02812766,0.005485296,0.02613523,0.003211163,0.0000553672,0.00007761292,0.0001942446,0.9289532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05579432,"threshold_uncertainty_score":0.1866506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533057806912141,"score_gpt":0.3193221113981009,"score_spread":0.2939915333289795,"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."}}