{"id":"W2782086948","doi":"10.1016/j.ekir.2017.12.014","title":"Polyomavirus Nephropathy in Autologous Stem Cell Transplantation","year":2018,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Transplantation; Stem cell; Autologous stem-cell transplantation; Surgery; Cell biology; Biology","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":[0.0001273403,0.0001309467,0.0001671289,0.0002234238,0.00004459442,0.00002042043,0.00006734324,0.0001171361,0.0005675589],"category_scores_gemma":[0.00006291925,0.0001133169,0.00009070319,0.0001400498,0.00008553911,0.0001123411,0.00001766908,0.0001403894,0.0001344535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112242,"about_ca_system_score_gemma":0.0003188367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002292396,"about_ca_topic_score_gemma":0.00001524181,"domain_scores_codex":[0.9986691,0.00002208564,0.0004429401,0.0002940116,0.0003701551,0.0002017123],"domain_scores_gemma":[0.9992222,0.00002047307,0.0001603016,0.000197621,0.0001176317,0.0002817289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002497967,0.002501042,0.6947449,0.0002790758,0.0004223252,0.06356391,0.003081291,0.00002901941,0.1190767,0.001219904,0.05585372,0.05673009],"study_design_scores_gemma":[0.003418699,0.0005305358,0.7588043,0.0006205666,0.0002957293,0.01053215,0.0001616756,0.001060222,0.09514895,0.0008748604,0.128032,0.0005202706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132022,0.000219004,0.0001294032,0.001317297,0.001602106,0.0002092126,0.00003839287,0.00009634472,0.08318606],"genre_scores_gemma":[0.9930263,0.0001248257,0.0001904169,0.001694095,0.0003241959,0.00001668088,0.0001371949,0.0000189916,0.00446729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07982413,"threshold_uncertainty_score":0.6214371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021835865612833,"score_gpt":0.2712821235960719,"score_spread":0.2610637649399436,"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."}}