{"id":"W6902245233","doi":"10.6084/m9.figshare.24040702","title":"Additional file 11 of Cross-species oncogenomics offers insight into human muscle-invasive bladder cancer","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bladder cancer; Urinary bladder; Urinary system; In vitro; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001671432,0.001228579,0.001394777,0.003100064,0.001084918,0.001979381,0.001835374,0.001644536,0.8162715],"category_scores_gemma":[0.01993342,0.0006887479,0.001329844,0.004251697,0.0003245036,0.001657064,0.001310096,0.001057725,0.1689946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082417,"about_ca_system_score_gemma":0.001486967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006767702,"about_ca_topic_score_gemma":0.0117112,"domain_scores_codex":[0.999092,0.0001230989,0.0001329238,0.0002790803,0.0002242561,0.0001486823],"domain_scores_gemma":[0.9817285,0.0135155,0.0009930292,0.001218668,0.002093308,0.0004509916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005526583,0.00008812129,0.003747047,0.0037099,0.00009836661,0.0001533934,0.00008390305,0.0005871129,0.0006122462,0.0006277145,0.9815916,0.00814789],"study_design_scores_gemma":[0.004077126,0.0002809663,0.05017962,0.003962588,0.0003623678,0.0008787145,0.0005834874,0.002046885,0.002529975,0.01079041,0.9240649,0.0002429729],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001595504,0.00002476883,0.0002067597,0.00009231568,0.00002200856,0.00002391744,0.9985421,0.0004332474,0.0004954414],"genre_scores_gemma":[0.006501431,0.0001460948,0.002271313,0.0004551745,0.0000711701,0.0005003283,0.984324,0.001030697,0.004699755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8162715,"threshold_uncertainty_score":0.2620664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06790424637729232,"score_gpt":0.3297295210749292,"score_spread":0.2618252746976369,"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."}}