{"id":"W6958072271","doi":"10.6084/m9.figshare.24040723.v1","title":"Additional file 16 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; Bracken; Table (database); Signature (topology); Cancer; Fern","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":[0.001755456,0.001085049,0.001431746,0.00273638,0.0009631467,0.002035215,0.001725192,0.001688652,0.8157502],"category_scores_gemma":[0.02241284,0.000670609,0.001330145,0.00403956,0.0003026512,0.001653064,0.001247625,0.0009846198,0.17081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045364,"about_ca_system_score_gemma":0.001784618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005881244,"about_ca_topic_score_gemma":0.01069924,"domain_scores_codex":[0.999023,0.0001311161,0.0001730048,0.0002743641,0.0002509912,0.0001474936],"domain_scores_gemma":[0.9821022,0.01301627,0.0009702225,0.001272268,0.002252271,0.0003867869],"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":[0.0005952609,0.00008971019,0.003210895,0.004469392,0.00009707081,0.0001226643,0.00008046202,0.0004744143,0.0006222069,0.0005197109,0.9797512,0.009967038],"study_design_scores_gemma":[0.004436481,0.0003297955,0.04000638,0.004498762,0.0003520567,0.0007085177,0.0005450001,0.0016264,0.00289042,0.009898612,0.9344952,0.0002124933],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001406077,0.00002836581,0.0001621609,0.00009431873,0.00002349481,0.00002552343,0.9987416,0.0003536523,0.0004303857],"genre_scores_gemma":[0.006274723,0.0001820094,0.0021272,0.0005725606,0.00008723062,0.0006406819,0.9833679,0.0008351287,0.005912661],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8157502,"threshold_uncertainty_score":0.2628099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06650654841165893,"score_gpt":0.3297488570631881,"score_spread":0.2632423086515292,"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."}}