{"id":"W2531179109","doi":"10.1097/tp.0000000000001526","title":"What Clinical Changes Can We Expect in the Next 5 Years? A Review of the 26th International Congress of The Transplantation Society","year":2016,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"International Society of Nephrology","keywords":"Transplantation; Organ donation; Medicine; Diversity (politics); Organ transplantation; Donation; Intensive care medicine; Engineering ethics; Political science; Surgery; Law; Engineering","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":[0.00264842,0.0007447883,0.001637788,0.002732213,0.0003750211,0.001849171,0.0007135234,0.001204892,0.004513901],"category_scores_gemma":[0.007305838,0.0002595371,0.000983233,0.002575905,0.0005322011,0.002555921,0.0007185336,0.001447299,0.001028381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039927,"about_ca_system_score_gemma":0.002870319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574923,"about_ca_topic_score_gemma":0.005398575,"domain_scores_codex":[0.9992028,0.0002126542,0.0002435615,0.00008373521,0.0002131104,0.00004415014],"domain_scores_gemma":[0.9973227,0.001642671,0.0004244261,0.00002587804,0.0004936118,0.00009071964],"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":[0.00009527031,0.00002842512,0.0004943226,0.0759424,0.0002499507,0.0002543734,0.0002486594,0.0002122227,0.0005232671,0.002136369,0.05298621,0.8668285],"study_design_scores_gemma":[0.00003686896,0.0001611187,0.003269014,0.06948437,0.0006803506,0.00177163,0.0008039488,0.00009432685,0.0003652802,0.002408988,0.9208609,0.00006318556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008297058,0.9980028,0.00004900977,0.001140949,0.0003497752,0.000005276906,0.00003419091,0.000002747001,0.0003322779],"genre_scores_gemma":[0.0005760137,0.9986535,0.00007094504,0.0004044352,0.0001660543,0.000005305267,0.00002120096,8.43478e-7,0.0001016343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004513901,"threshold_uncertainty_score":0.01510048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127678700349037,"score_gpt":0.4060549896574795,"score_spread":0.2932871196225758,"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."}}