{"id":"W4232178642","doi":"10.1038/labinvest.2015.18","title":"Kidney/Renal Pathology","year":2015,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pathology; Renal pathology; Kidney; Medicine; 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":[0.001246672,0.0008852805,0.0008325268,0.004090884,0.001313922,0.002190066,0.001060954,0.001293435,0.0495664],"category_scores_gemma":[0.003096688,0.0002747885,0.0009684396,0.001868785,0.001059902,0.001282357,0.001521654,0.00176727,0.01821378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007969987,"about_ca_system_score_gemma":0.002229018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500401,"about_ca_topic_score_gemma":0.00196177,"domain_scores_codex":[0.9989215,0.000154996,0.0001552477,0.0001898938,0.0003694256,0.0002089587],"domain_scores_gemma":[0.9986908,0.0001706644,0.0001757048,0.0002419985,0.0004334735,0.0002874294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007022123,0.000824648,0.1332655,0.002921432,0.0003361867,0.1173207,0.0005797339,0.0004226106,0.02965847,0.02127933,0.1433251,0.5493643],"study_design_scores_gemma":[0.00009408224,0.0003007251,0.1102643,0.002726882,0.0003215114,0.269472,0.0007512841,0.0006503336,0.01872281,0.01547338,0.5811289,0.00009384163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09161431,0.07241487,0.01308998,0.01605489,0.004676319,0.0007330647,0.00388625,0.002017125,0.7955132],"genre_scores_gemma":[0.6147843,0.05929586,0.03194297,0.02584515,0.01765336,0.0003641539,0.006146995,0.000820722,0.2431465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0495664,"threshold_uncertainty_score":0.1658161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624779923595918,"score_gpt":0.2750398530243073,"score_spread":0.2287920537883481,"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."}}