{"id":"W2884869232","doi":"10.1111/ajt.15027","title":"A call to action—The transplant recipient’s expectation of precision in transplant medicine","year":2018,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Call to action; Precision medicine; Action (physics); Graft rejection; Transplantation; Intensive care medicine; Internal medicine; Pathology; Advertising","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1214026,0.0007482108,0.002636039,0.002239822,0.007672124,0.02206805,0.003669558,0.0227061,0.0120589],"category_scores_gemma":[0.2565146,0.0009557396,0.002718917,0.001681801,0.02950586,0.03028251,0.01542199,0.04276012,0.003645465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009270824,"about_ca_system_score_gemma":0.02300487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616108,"about_ca_topic_score_gemma":0.00455924,"domain_scores_codex":[0.906104,0.05951483,0.00651302,0.004812956,0.01966267,0.003392424],"domain_scores_gemma":[0.6330283,0.2657693,0.01373821,0.02502618,0.03736142,0.02507656],"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":[0.0006094315,0.0002185227,0.005104956,0.002235312,0.0005654846,0.0007916349,0.006305101,0.0009801234,0.0006819619,0.1363997,0.590934,0.2551738],"study_design_scores_gemma":[0.0003184571,0.0005076283,0.003432072,0.007515977,0.0002986983,0.001696924,0.008625508,0.0007123667,0.0008781949,0.3465797,0.6290972,0.0003372902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007406464,0.01318442,0.001811547,0.9771367,0.003835383,0.00001275508,0.00003865938,0.0000438815,0.00319602],"genre_scores_gemma":[0.09123434,0.0239526,0.008390226,0.8546824,0.01888881,0.0001100812,0.0001086623,0.000160916,0.002472045],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1214026,"threshold_uncertainty_score":0.6420458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356415722249871,"score_gpt":0.3321306755870208,"score_spread":0.298566518364522,"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."}}