{"id":"W7042622820","doi":"","title":"Performance of IHC3-Uro Immunohistochemistry-based Molecular Subtyping in Muscle-Invasive Bladder Cancer","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vanderbilt University Medical Center; Government of Ontario; Bladder Cancer Canada; Cancer Research Society","keywords":"Subtyping; Bladder cancer; Immunohistochemistry; Clinical Practice; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00684346,0.000678896,0.0006725598,0.001434574,0.0004502718,0.001529852,0.0005313098,0.0005459082,0.0008850005],"category_scores_gemma":[0.005581386,0.0002516262,0.001002995,0.0008674672,0.000626476,0.0004964588,0.001037246,0.0004001487,0.0003955965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278018,"about_ca_system_score_gemma":0.0005385366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497724,"about_ca_topic_score_gemma":0.00576279,"domain_scores_codex":[0.9975854,0.0008472102,0.0003089713,0.0004534893,0.0004462973,0.0003585732],"domain_scores_gemma":[0.9977387,0.0006441359,0.0005210058,0.0003870719,0.0005197492,0.0001893393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114316,0.00007612435,0.9073142,0.0001905796,0.0003500061,0.0001969017,0.0002483523,0.002335634,0.04215777,0.0003324985,0.0005263818,0.04512837],"study_design_scores_gemma":[0.00004758407,0.0007734961,0.906511,0.0001094769,0.0004861223,0.001268485,0.0005323401,0.02663487,0.05879871,0.001010491,0.003754136,0.00007331388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763824,0.002184389,0.01713638,0.0001682031,0.00006760223,0.0002137801,0.0005751115,0.0001599575,0.003112172],"genre_scores_gemma":[0.991163,0.0003161876,0.00751578,0.00005153592,0.00001208211,0.00004511259,0.0004846922,0.00002364726,0.0003880626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00684346,"threshold_uncertainty_score":0.03619212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006307429709250916,"score_gpt":0.2230130627275815,"score_spread":0.2167056330183306,"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."}}