{"id":"W2799650443","doi":"10.1111/petr.13215","title":"The urgent need for more research on how to treat recurrent focal and segmental glomerulosclerosis","year":2018,"lang":"en","type":"letter","venue":"Pediatric Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Focal segmental glomerulosclerosis; Intensive care medicine; Internal medicine; Glomerulonephritis; Kidney","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":[0.0003450256,0.0002994319,0.0003138231,0.0004025997,0.0004259718,0.0001289853,0.0001184602,0.0002983354,0.00001525737],"category_scores_gemma":[0.00009150647,0.0001988277,0.0001898605,0.0003644496,0.0001226297,0.00005057533,0.00001594364,0.0005903464,0.0000255605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355547,"about_ca_system_score_gemma":0.0001266058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003866626,"about_ca_topic_score_gemma":0.00001215525,"domain_scores_codex":[0.9976172,0.0001242564,0.0002721086,0.0005385292,0.0009024144,0.0005455117],"domain_scores_gemma":[0.9984596,0.0006934084,0.00008192566,0.0002696408,0.0002208514,0.0002745906],"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":[0.002283012,0.00007552576,0.001573069,0.003270111,0.00004927321,0.00007213494,0.0005085792,8.925647e-7,0.00004936369,0.00001177057,0.9858473,0.006258955],"study_design_scores_gemma":[0.01267836,0.01849565,0.2778856,0.002057126,0.009591511,0.0002011445,0.001101082,0.0002250285,0.001733825,0.0004340956,0.6734884,0.002108172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2508342,0.00362412,0.0002235014,0.7384983,0.0008548151,0.003500115,0.002206114,0.00007305616,0.0001857696],"genre_scores_gemma":[0.2348876,0.3158406,0.001481144,0.3296584,0.0837686,0.006059848,0.0182288,0.000617567,0.009457378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4088399,"threshold_uncertainty_score":0.8107958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658390669245213,"score_gpt":0.3434252480901043,"score_spread":0.2868413413976522,"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."}}