{"id":"W1839861539","doi":"10.1111/iju.12611","title":"Reporting trends and prognostic significance of lymphovascular invasion in muscle‐invasive urothelial carcinoma: A population‐based study","year":2014,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Lymphovascular invasion; Medicine; Oncology; Hazard ratio; Internal medicine; Population; Pathological; Cancer; Metastasis; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006015941,0.0001052736,0.000386748,0.0004803032,0.00001662283,0.00000794484,0.0001069493,0.00005611819,0.00003941797],"category_scores_gemma":[0.001193633,0.00008622072,0.0001057364,0.0001237602,0.00003491252,0.00006664234,0.00002596493,0.0001279665,5.83991e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009006575,"about_ca_system_score_gemma":0.0002015889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004329792,"about_ca_topic_score_gemma":0.0001542387,"domain_scores_codex":[0.998176,0.0001443738,0.001008421,0.0001663496,0.0003942458,0.0001106251],"domain_scores_gemma":[0.9982219,0.0001974699,0.001079049,0.0001123339,0.0003250378,0.00006420978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000666053,0.0005529564,0.9817262,0.00001549121,0.000141881,0.0003864334,0.000303218,0.0002218915,0.002834222,0.0000211538,0.000006389427,0.01312409],"study_design_scores_gemma":[0.006495907,0.00199872,0.9896575,0.00005076976,0.0001677677,0.0003172444,0.00006302892,0.0002642211,0.0006864424,0.000184682,0.00005737421,0.00005635247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981083,0.0001535099,0.0002989979,0.000804914,0.000292317,0.0001812014,0.000003781945,0.000004505993,0.0001524591],"genre_scores_gemma":[0.9991248,0.000008317404,0.0003756522,0.0002397345,0.0002078651,0.00001015569,0.000006597642,0.00001225197,0.00001463473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306774,"threshold_uncertainty_score":0.3515979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449434780726755,"score_gpt":0.3027441924653346,"score_spread":0.278249844658067,"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."}}