{"id":"W6954732863","doi":"10.57745/xoiqkr","title":"Data_Set_Figure8B_101016jjnoncrysol2025123695_20250711_V0.opju","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Set (abstract data type); Data set; Identification (biology); Work (physics)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001218453,0.000898297,0.001460291,0.0003123445,0.000156385,0.0001108578,0.002909908,0.001880675,0.002356959],"category_scores_gemma":[0.001952953,0.0007982034,0.0002179971,0.001077534,0.0001693134,0.0003357372,0.001607153,0.003285605,0.0006506444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005194442,"about_ca_system_score_gemma":0.002904545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196688,"about_ca_topic_score_gemma":0.0002469412,"domain_scores_codex":[0.9951482,0.0004689095,0.0007779535,0.002045529,0.0007871316,0.0007722591],"domain_scores_gemma":[0.9891098,0.0007053903,0.0002836243,0.009356309,0.0002007961,0.0003441284],"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":[0.0002103968,0.0004053476,0.00006302535,0.00149264,0.000732662,0.0002396427,0.0000107822,2.660354e-7,0.00002237999,0.000004908852,0.9813411,0.01547687],"study_design_scores_gemma":[0.00206761,0.0001744266,0.000181018,0.001455421,0.001581554,0.00006690433,0.00001380596,0.00002623283,0.0001044608,0.0000715425,0.9936545,0.0006024509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002999003,0.009768574,0.0001690351,0.00154128,0.001418376,0.001255066,0.9814017,0.0001654376,0.004277571],"genre_scores_gemma":[9.834446e-7,0.01428969,0.004311355,0.004621507,0.001012243,0.0001476465,0.9471244,0.00005028013,0.02844186],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03427723,"threshold_uncertainty_score":0.9994469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001790692291364,"score_gpt":0.4333833986769702,"score_spread":0.2332043294478338,"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."}}