{"id":"W2466317970","doi":"10.1097/rli.0000000000000205","title":"Kidney Transplantation","year":2015,"lang":"en","type":"article","venue":"Investigative Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Histopathology; Transplantation; Kidney; Medicine; Magnetic resonance imaging; Kidney transplantation; Effective diffusion coefficient; Perfusion; Pathology; Fibrosis; Nuclear medicine; Urology; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812446,0.0001025782,0.0002305368,0.0000793611,0.00002138509,0.000003529477,0.00005955476,0.000102726,0.000119197],"category_scores_gemma":[0.0003743283,0.00008968842,0.00003753424,0.0001522514,0.0004920812,0.00005745489,0.000007448301,0.000148803,0.0001746652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326218,"about_ca_system_score_gemma":0.0004668051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006725213,"about_ca_topic_score_gemma":0.000007884584,"domain_scores_codex":[0.9992139,0.0001180117,0.0001613062,0.0002102738,0.0001184981,0.0001780459],"domain_scores_gemma":[0.9990332,0.00009202832,0.00005111611,0.0001568926,0.0001060342,0.000560726],"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":[0.0002953167,0.00008071121,0.2669716,0.0001344942,0.0001660466,0.0003106582,0.00608025,0.00006460985,0.01845444,0.01000206,0.6963065,0.001133263],"study_design_scores_gemma":[0.01434067,0.003618923,0.2178879,0.0004958978,0.0006510165,0.004447216,0.0007915971,0.0006934061,0.2553365,0.06296119,0.437954,0.0008216435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897627,0.0005501194,0.001004794,0.0662698,0.000838168,0.0005156791,0.00004770605,0.0001903557,0.0408207],"genre_scores_gemma":[0.9663033,0.0003557795,0.01236967,0.01959919,0.0005128826,0.0001174081,0.000163183,0.000026698,0.0005518852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2583525,"threshold_uncertainty_score":0.3657387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08840360525044128,"score_gpt":0.3237336155293185,"score_spread":0.2353300102788772,"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."}}