{"id":"W2137364132","doi":"10.1097/pas.0b013e31829a85d0","title":"Handling and Staging of Renal Cell Carcinoma","year":2013,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Adipose capsule of kidney; Medicine; Renal sinus; Nephrectomy; Renal vein; Renal cell carcinoma; Sinus (botany); Desmoplasia; Radiology; Kidney; Pathology; Cancer; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01366787,0.00043793,0.001307767,0.003759373,0.001989688,0.001809484,0.002629791,0.000927952,0.002795876],"category_scores_gemma":[0.012213,0.0005907631,0.001015382,0.002145356,0.0008447809,0.001306813,0.00180167,0.001460277,0.002348367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070508,"about_ca_system_score_gemma":0.002964532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007291403,"about_ca_topic_score_gemma":0.01327294,"domain_scores_codex":[0.9928153,0.00223457,0.0009591255,0.0006419909,0.002845871,0.0005031628],"domain_scores_gemma":[0.9920439,0.001062495,0.0008500371,0.001276866,0.004081435,0.0006852776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001535906,0.0002607154,0.1824539,0.002980473,0.000172322,0.006057414,0.006033028,0.003354864,0.05903337,0.003325288,0.08552341,0.6492692],"study_design_scores_gemma":[0.000132759,0.002112012,0.3657866,0.002456076,0.0002829737,0.02227156,0.006265617,0.01059028,0.06088608,0.003855914,0.5250168,0.0003433025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5687979,0.05916551,0.1803743,0.02517952,0.007828209,0.007903931,0.007739255,0.003460672,0.1395506],"genre_scores_gemma":[0.7306683,0.02289756,0.2062986,0.003014613,0.001643774,0.00241978,0.01189613,0.0008974255,0.02026372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366787,"threshold_uncertainty_score":0.07228345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463393070297448,"score_gpt":0.2467225747248135,"score_spread":0.2320886440218391,"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."}}