{"id":"W7117456809","doi":"10.1111/his.70086","title":"A minor high‐grade component in non‐invasive papillary urothelial carcinoma is not associated with a more indolent behaviour","year":2025,"lang":"en","type":"article","venue":"Histopathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Papillary carcinoma; Urothelial carcinoma; Component (thermodynamics); Urothelial cancer; Minor (academic); Immunohistochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004422457,0.0002493207,0.0002336463,0.0007587644,0.0002666721,0.0006243468,0.0002153297,0.0003175251,0.001307891],"category_scores_gemma":[0.001742743,0.0001602873,0.0003151384,0.0005751136,0.0005188979,0.0002679446,0.0004220799,0.0003334103,0.0002421901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202466,"about_ca_system_score_gemma":0.0002536362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366177,"about_ca_topic_score_gemma":0.002314244,"domain_scores_codex":[0.9997554,0.00004264951,0.00003416646,0.00004551236,0.0000754819,0.00004680524],"domain_scores_gemma":[0.9981589,0.0004135275,0.0007350295,0.000186562,0.0002247811,0.0002812169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002602329,0.000009491819,0.9911392,0.00003538008,0.00003273742,0.0003039342,0.00003790888,0.00004051304,0.003654341,0.0000236707,0.00004674122,0.004415801],"study_design_scores_gemma":[0.000002985539,0.00008435246,0.9969853,0.000007074899,0.0000389613,0.001752157,0.00005339052,0.0001250088,0.0006637841,0.00004960045,0.0002347463,0.000002707077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985077,0.0006293584,0.0001939952,0.0000233476,0.000004800873,0.000003960417,0.00005456144,0.000009854238,0.0005724638],"genre_scores_gemma":[0.9996781,0.00007595081,0.00006747916,0.000004876771,0.00000542101,9.360962e-7,0.00008236288,0.000002152101,0.00008278331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001366177,"threshold_uncertainty_score":0.004375398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455487012510758,"score_gpt":0.2619715636137007,"score_spread":0.2474166934885931,"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."}}