{"id":"W4394820047","doi":"10.1111/ctr.15309","title":"Transplant nephropathology: Wherefrom, wherein, and whereto","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.003255144,0.0005258484,0.0009811143,0.001985441,0.002320284,0.009284548,0.0009355294,0.002976644,0.01344292],"category_scores_gemma":[0.007019985,0.0001945449,0.000396531,0.00216804,0.006709352,0.01084433,0.00326392,0.005881069,0.005362095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292375,"about_ca_system_score_gemma":0.005605604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357975,"about_ca_topic_score_gemma":0.005323512,"domain_scores_codex":[0.9981664,0.0007839774,0.0001406239,0.0002235003,0.000462834,0.0002226213],"domain_scores_gemma":[0.9951764,0.001157813,0.0005389678,0.0003801419,0.001421019,0.001325688],"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":[0.00007540207,0.00007849418,0.003352391,0.0009705378,0.00003707173,0.0005357059,0.002902784,0.0001008297,0.000505957,0.0946524,0.479017,0.4177714],"study_design_scores_gemma":[0.000005031037,0.00002133659,0.001152456,0.001124808,0.00001054324,0.001073842,0.002487642,0.00003989258,0.00007492739,0.03015736,0.9638318,0.00002037801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003246218,0.3163898,0.005035279,0.5003934,0.1002363,0.00003833064,0.0001988882,0.0002888014,0.07417308],"genre_scores_gemma":[0.09435347,0.4599101,0.007616937,0.2094641,0.1232391,0.0001025781,0.0004132989,0.0005233222,0.1043772],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01344292,"threshold_uncertainty_score":0.04497099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011475845564116,"score_gpt":0.3870672854436039,"score_spread":0.3369525269879627,"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."}}