{"id":"W4212934688","doi":"10.1038/labinvest.2016.175","title":"Kidney/Renal Pathology (including Transplantation)","year":2017,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pathology; Transplantation; Medicine; Renal pathology; Kidney; Kidney transplantation; Internal medicine","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":[0.0009304778,0.0005004802,0.0006413764,0.002457007,0.001242274,0.001311272,0.0005081122,0.0006317042,0.02098972],"category_scores_gemma":[0.00190687,0.0001395586,0.0008094974,0.001790167,0.0005724563,0.0007904917,0.001048631,0.001055981,0.005423637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005340491,"about_ca_system_score_gemma":0.002299932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441362,"about_ca_topic_score_gemma":0.002704374,"domain_scores_codex":[0.9991936,0.0001350527,0.0001416334,0.0000950433,0.0002111862,0.0002234631],"domain_scores_gemma":[0.9990683,0.0001606374,0.0001722827,0.000122879,0.0002004317,0.0002754685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007887995,0.001069102,0.4676611,0.00198412,0.000328856,0.06208375,0.0005733097,0.0005246405,0.01017076,0.008073629,0.06438931,0.3823526],"study_design_scores_gemma":[0.00009205612,0.0008792887,0.4661545,0.002365004,0.0004651909,0.2082175,0.001348687,0.0006108566,0.01247746,0.008431666,0.2988494,0.0001084317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3032544,0.05540585,0.008337489,0.01081444,0.004763149,0.0006787581,0.005668941,0.0007140661,0.6103629],"genre_scores_gemma":[0.8893484,0.03089912,0.009907729,0.008575255,0.007732505,0.0002159661,0.004027767,0.0002292156,0.04906404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02098972,"threshold_uncertainty_score":0.07021761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359615699929916,"score_gpt":0.2957626135950503,"score_spread":0.2621664565957511,"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."}}