{"id":"W2532190502","doi":"10.1016/j.urology.2016.10.025","title":"Reply by the Authors","year":2016,"lang":"en","type":"letter","venue":"Urology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Tuberous sclerosis; Medicine; Consensus conference; Scopus; Pediatrics; MEDLINE; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003989482,0.0002304224,0.0004227447,0.0001187829,0.00009734623,0.00001703562,0.0004904223,0.0008052904,0.00229899],"category_scores_gemma":[0.0003174663,0.0001200806,0.0001462991,0.0001001462,0.0005037248,0.00001512682,0.0001934261,0.002855177,0.001901385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750866,"about_ca_system_score_gemma":0.0001294444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006405286,"about_ca_topic_score_gemma":0.000003259042,"domain_scores_codex":[0.9975917,0.0003719273,0.0002639765,0.0005297124,0.0004658176,0.0007769045],"domain_scores_gemma":[0.9978171,0.0006629387,0.0000944413,0.001245228,0.00009847215,0.00008180951],"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":[0.00004564756,0.000008654905,0.0001162157,0.00002185498,0.00008217715,0.0002661371,0.00002526178,3.785386e-8,0.0006841167,0.00004501766,0.9951633,0.003541643],"study_design_scores_gemma":[0.000454732,0.0003954368,0.0002501326,0.00001308464,0.00007127214,0.0005147215,0.000001272676,0.000008553016,0.00005080967,0.0003398457,0.9977857,0.0001144437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002997888,0.0005591479,0.0001146576,0.9833239,0.0005415953,0.0004373289,0.00003844851,0.0001017252,0.01458335],"genre_scores_gemma":[0.001140596,0.00003395479,0.00001800842,0.874913,0.005227998,0.00007540321,0.0001197499,0.00007265541,0.1183986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1084109,"threshold_uncertainty_score":0.9994453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747156179119454,"score_gpt":0.3087239799535805,"score_spread":0.2612524181623859,"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."}}