{"id":"W2917543111","doi":"","title":"CHOOSING BETWEEN SCYLLA AND CHARYBDIS: POLYOMA VIRAL NEPHROPATHY OR ACUTE REJECTION?","year":2017,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Nephropathy; Virology; Internal medicine; Endocrinology; Diabetes mellitus","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":[0.001883891,0.0002198502,0.0006888584,0.0004485325,0.0009805541,0.001324759,0.0003412144,0.002240533,0.01661696],"category_scores_gemma":[0.007248675,0.0001259995,0.0005639666,0.0004267132,0.0009177029,0.001447391,0.000500818,0.001856969,0.001401638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346383,"about_ca_system_score_gemma":0.001009852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340689,"about_ca_topic_score_gemma":0.00332016,"domain_scores_codex":[0.9989257,0.0006017611,0.00009720035,0.00009076465,0.0001283581,0.0001561716],"domain_scores_gemma":[0.9974559,0.001342472,0.0003670437,0.0000449531,0.0001099508,0.0006796892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.02087717,0.002129247,0.2131189,0.00211862,0.0009376948,0.009313692,0.001510197,0.0001708351,0.002655885,0.007670336,0.09570525,0.6437923],"study_design_scores_gemma":[0.01000926,0.01373873,0.2837724,0.0112836,0.003466091,0.0822006,0.03850867,0.002189193,0.004857275,0.06509117,0.4841251,0.0007579918],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6346376,0.07304748,0.001090691,0.2323959,0.00698989,0.0001057675,0.0005249979,0.00008384039,0.05112389],"genre_scores_gemma":[0.9338561,0.0190661,0.002256218,0.03388438,0.004201895,0.00005220692,0.0002152637,0.00002833981,0.006439462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661696,"threshold_uncertainty_score":0.05558932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09360111456089538,"score_gpt":0.3507376438475769,"score_spread":0.2571365292866816,"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."}}