{"id":"W2971046775","doi":"10.1111/petr.13469","title":"Risk factors associated with allograft failure in pediatric kidney transplant recipients with focal segmental glomerulosclerosis","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Immunosuppression; Transplantation; Focal segmental glomerulosclerosis; Urology; Internal medicine; Kidney transplantation; Cohort; Retrospective cohort study; Surgery; Kidney; Glomerulonephritis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001679126,0.0003920865,0.0004792488,0.0005111764,0.00009042821,0.00003602722,0.000104795,0.0001894281,0.0001071279],"category_scores_gemma":[0.0000235249,0.0002791442,0.0001427346,0.001179331,0.0000386472,0.0002941629,0.000005367794,0.0003948112,0.00003113941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260454,"about_ca_system_score_gemma":0.0002015805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002847879,"about_ca_topic_score_gemma":0.0005069182,"domain_scores_codex":[0.9975916,0.0001186766,0.0004408051,0.0005618597,0.0007681017,0.0005189778],"domain_scores_gemma":[0.9989306,0.0001518641,0.0002311249,0.0002052052,0.00008265638,0.0003985598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001485138,0.0004537649,0.9958282,0.0005232858,0.00009346205,0.00009528774,0.001086714,0.0002201046,0.00007910365,0.00000359515,0.00006852288,0.00006281288],"study_design_scores_gemma":[0.007354969,0.001170299,0.9879956,0.0002251889,0.002500608,0.00001929605,0.0001104717,0.0001019065,0.0001233869,0.000005091827,0.000008031318,0.0003850997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972442,0.0001956259,0.0002250846,0.00009104435,0.000129156,0.0008885049,0.0009468375,0.0001182051,0.0001613894],"genre_scores_gemma":[0.9884143,0.009005831,0.0001758523,0.00007790502,0.0001314877,0.0000465991,0.00204018,0.00005483103,0.00005296606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008829804,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008126804947491123,"score_gpt":0.213789723743641,"score_spread":0.2056629187961498,"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."}}