{"id":"W2883919606","doi":"10.2215/cjn.03730318","title":"Minding the Missing Link","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Medicine; Pairing; Kidney transplantation; Human leukocyte antigen; Immunosuppression; Transplantation; Kidney; Sensitization; Internal medicine; Immunology; Antigen","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":[0.01363872,0.001109168,0.001629728,0.002045624,0.004595122,0.0103491,0.002933509,0.009203372,0.1288184],"category_scores_gemma":[0.08984002,0.00053462,0.001089328,0.001487786,0.008966354,0.02074497,0.008632348,0.01680113,0.04109173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134483,"about_ca_system_score_gemma":0.006879691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942669,"about_ca_topic_score_gemma":0.002225199,"domain_scores_codex":[0.9903047,0.004910926,0.0004347237,0.001419786,0.002053885,0.0008759357],"domain_scores_gemma":[0.9508299,0.03042425,0.003087664,0.003367981,0.004802804,0.007487443],"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":[0.0001639005,0.00007465496,0.002578233,0.0006378344,0.00009410526,0.0006975718,0.0008638075,0.0001755211,0.0001366526,0.05675585,0.7651916,0.1726302],"study_design_scores_gemma":[0.00003470542,0.00005651076,0.0006394181,0.001960629,0.00005645124,0.001602532,0.001433387,0.0002307704,0.0001598637,0.1242696,0.8695039,0.00005215995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002979874,0.03501986,0.01238288,0.827971,0.06630934,0.00005205667,0.001490149,0.0006442671,0.0531506],"genre_scores_gemma":[0.108861,0.07555103,0.01589923,0.6140178,0.101184,0.0003210973,0.002381072,0.001440804,0.08034392],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1288184,"threshold_uncertainty_score":0.4309405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07473667414676151,"score_gpt":0.4171909120443849,"score_spread":0.3424542378976234,"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."}}