{"id":"W6946384986","doi":"10.3205/24urobay84","title":"Lymphovaskuläre Invasion als prognostischer Faktor bei PatientInnen mit high grade T1 nicht-muskelinvasivem Urothelkarzinom der Harnblase","year":2024,"lang":"de","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Uterine cervix; Coronary heart disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133146,0.000321918,0.0004433116,0.0005664504,0.0002220176,0.0007688415,0.000203459,0.0003399746,0.003065576],"category_scores_gemma":[0.002759698,0.0001721819,0.0004468667,0.001067986,0.0001763287,0.0006592021,0.0005343482,0.0005427607,0.0005307139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879139,"about_ca_system_score_gemma":0.0006065166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003734521,"about_ca_topic_score_gemma":0.0008264336,"domain_scores_codex":[0.9995748,0.0001550274,0.00006511953,0.0001023983,0.0000502913,0.00005233709],"domain_scores_gemma":[0.9987203,0.000666729,0.0003553263,0.00005126982,0.00009373789,0.0001126858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005746259,0.0002826228,0.8623998,0.003472112,0.0004799526,0.0005183704,0.000592622,0.0004755459,0.004137006,0.0002294691,0.0022463,0.1194199],"study_design_scores_gemma":[0.0007078122,0.008616999,0.9518113,0.001625169,0.001664592,0.004529741,0.0007594701,0.001171196,0.007036836,0.0007031343,0.02129465,0.00007913006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494929,0.03712429,0.001637912,0.0009005912,0.0001944991,0.000499335,0.006574081,0.00002992927,0.003546483],"genre_scores_gemma":[0.9816279,0.008842451,0.002396876,0.0004595254,0.0003094284,0.00104901,0.003788233,0.00001222332,0.001514331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065576,"threshold_uncertainty_score":0.0102554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883851980314334,"score_gpt":0.4123400496345409,"score_spread":0.3435015298313976,"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."}}