{"id":"W2063349142","doi":"10.1111/j.1464-410x.2008.08003.x","title":"Tumour architecture is an independent predictor of outcomes after nephroureterectomy: a multi‐institutional analysis of 1363 patients","year":2009,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Architecture; Medicine; Internal medicine; Computer science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.000134091,0.0001480904,0.0008128448,0.0004126877,0.00002826632,0.000008185498,0.000133563,0.0001314931,0.000356655],"category_scores_gemma":[0.00007710409,0.0001243655,0.0004424884,0.0002437982,0.0001105962,0.00009665822,0.00001861388,0.0002844871,8.453219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004825027,"about_ca_system_score_gemma":0.0001881999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364503,"about_ca_topic_score_gemma":0.0001395841,"domain_scores_codex":[0.9984369,0.00009555214,0.0006618473,0.0001733783,0.0004409318,0.0001913572],"domain_scores_gemma":[0.9988615,0.00002926846,0.0004136902,0.0001389368,0.0003849948,0.000171632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985051,0.001805208,0.9708198,0.00002077792,0.002613417,0.0005725037,0.0005451586,0.0001810736,0.0004690664,0.000004475507,0.0001053394,0.02087818],"study_design_scores_gemma":[0.005835591,0.002554401,0.9876149,0.00004987147,0.002591135,0.0007006914,0.00001395778,0.00006627131,0.000226322,0.00009880849,0.0001701625,0.00007789731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972909,0.0009394888,0.000731415,0.0003543597,0.0001423231,0.0001587874,0.0003058198,0.000005809925,0.00007107591],"genre_scores_gemma":[0.9971809,0.00008445327,0.00104934,0.001533859,0.00008461547,0.000002869345,0.000027594,0.000009242028,0.00002713061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080028,"threshold_uncertainty_score":0.5071478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190120349223261,"score_gpt":0.2681578726315225,"score_spread":0.2562566691392898,"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."}}