{"id":"W2102160395","doi":"10.1111/iju.12231","title":"Microvessel area of immature vessels is a prognostic factor in renal cell carcinoma","year":2013,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Microvessel; Medicine; Renal cell carcinoma; Nephrectomy; Pathology; Carcinoma; Metastasis; Stage (stratigraphy); Blood vessel; Immunohistochemistry; Kidney; Internal medicine; Cancer; Biology","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":[0.00009601403,0.0001525556,0.0003948925,0.0004437516,0.000008091739,0.000012799,0.0002666802,0.0001335497,0.0005851737],"category_scores_gemma":[0.0001038766,0.0001152931,0.0001815988,0.00009539828,0.00006902146,0.0001243764,0.00005040268,0.0003611536,0.00002499573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269458,"about_ca_system_score_gemma":0.0002042957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009105595,"about_ca_topic_score_gemma":0.000004977055,"domain_scores_codex":[0.9985218,0.00005646996,0.0006625624,0.0001538746,0.000415018,0.0001902621],"domain_scores_gemma":[0.9983013,0.0001700238,0.0004912153,0.0001350148,0.0007857229,0.0001167272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001293969,0.0008444676,0.5253287,0.00005326273,0.0002905549,0.001622714,0.001050293,0.0000334306,0.4642592,0.00003425251,0.003300967,0.001888145],"study_design_scores_gemma":[0.003094555,0.001457396,0.8848794,0.00006125944,0.00008898509,0.002095808,0.00006687528,0.00009468639,0.1066217,0.0003757912,0.001074716,0.00008883124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936867,0.001273951,0.00008210672,0.003398865,0.0003622142,0.0002187858,0.00001670412,0.000003585376,0.0009570437],"genre_scores_gemma":[0.9981882,0.00004737032,0.0006728724,0.0006293031,0.0001819024,0.000007533625,0.000008763231,0.00001605823,0.0002480257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3595507,"threshold_uncertainty_score":0.6407241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503426564446317,"score_gpt":0.2529262258835978,"score_spread":0.2378919602391346,"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."}}