{"id":"W4413838724","doi":"10.24908/iqurcp19874","title":"Tumour–Host Immunodynamics of Bacillus Calmette Guérin (BCG) Refractory Bladder Cancer","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Refractory (planetary science); Bladder cancer; Host (biology); Bacillus (shape); BCG vaccine; Medicine; Microbiology; Cancer; Cancer research; Biology; Immunology; Internal medicine; Vaccination; Astrobiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009550052,0.0004455657,0.0008296286,0.0009247103,0.0002986988,0.000150228,0.0005686395,0.0003052971,0.0002426158],"category_scores_gemma":[0.000436037,0.000391308,0.0002112946,0.001588081,0.001214836,0.0003922986,0.0003929498,0.001254065,0.00005932395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008624896,"about_ca_system_score_gemma":0.00273521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224922,"about_ca_topic_score_gemma":0.00009027735,"domain_scores_codex":[0.9957294,0.00009758747,0.0007595692,0.0008710594,0.001448694,0.001093724],"domain_scores_gemma":[0.9956105,0.0002033364,0.0002049623,0.0004495922,0.00319412,0.0003375418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005483881,0.00322643,0.08437195,0.00521403,0.004983661,0.0002012195,0.00886984,0.000008845791,0.594586,0.1763147,0.04646712,0.07027233],"study_design_scores_gemma":[0.03187247,0.01016308,0.2743494,0.01540983,0.00242745,0.0001950692,0.02611836,0.003271557,0.4256141,0.1271282,0.0798135,0.003636861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507474,0.002663786,0.0009185268,0.05117018,0.000805123,0.002701279,0.0001292987,0.0002853193,0.09057909],"genre_scores_gemma":[0.9865696,0.004360083,0.0002733502,0.0003076654,0.0002026048,0.0003455371,0.00002756292,0.00006418459,0.00784944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899775,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07089602898392562,"score_gpt":0.3965074805970881,"score_spread":0.3256114516131625,"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."}}