{"id":"W6957822053","doi":"10.6084/m9.figshare.19704006","title":"Additional file 2 of Sex differences in the aging murine urinary bladder and influence on the tumor immune microenvironment of a carcinogen-induced model of bladder cancer","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bladder cancer; Multiplex; Immunofluorescence; Tumor microenvironment; Immune system; Antibody; Urinary Bladder 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005042611,0.00007586624,0.0001146204,0.00005443388,0.00007296789,0.00001398133,0.0005967733,0.000009772285,0.446906],"category_scores_gemma":[0.0001120488,0.00005088214,0.00003077592,0.0001991073,0.00002169254,0.00008234042,0.0004659229,0.00009982703,0.000004927791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001491941,"about_ca_system_score_gemma":0.00007155289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002477328,"about_ca_topic_score_gemma":0.000003889066,"domain_scores_codex":[0.9991826,0.00007454568,0.0001974779,0.0001514278,0.0003013443,0.0000925523],"domain_scores_gemma":[0.9991011,0.000398503,0.0001804413,0.0002770103,0.00002836017,0.00001456039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008220984,0.0004087505,0.0002433149,0.0001233077,0.00004939595,0.000009872336,0.003182918,0.007408043,0.001920855,0.0002644596,0.9857567,0.0006241864],"study_design_scores_gemma":[0.0005794084,0.0004402925,0.1683655,0.001694701,0.00001884508,0.00002424734,0.002089934,0.7949705,0.007612917,0.0003179819,0.02347405,0.0004116691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0568565,0.00006064378,0.000005591246,0.0001569876,0.000004141766,0.0001226644,0.942683,0.000004283002,0.0001062072],"genre_scores_gemma":[0.9565631,0.000003968672,0.00009524827,0.000448795,0.000007021137,0.0003355326,0.0424317,0.000004556967,0.0001101236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9622826,"threshold_uncertainty_score":0.5535996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332774016450443,"score_gpt":0.2492710704475936,"score_spread":0.2059433302830892,"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."}}