{"id":"W4307969311","doi":"10.15586/jkcvhl.v9i4.255","title":"Partial Nephrectomy for T1b/T2 Renal Mass","year":2022,"lang":"en","type":"article","venue":"Journal of Kidney Cancer and VHL","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Nephrectomy; Medicine; Renal function; Renal cell carcinoma; Pathological; Renal mass; Urology; Kidney cancer; Kidney; Retrospective cohort study; Surgery; Internal medicine","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":[0.0002868483,0.0002658939,0.0002820198,0.0003481169,0.0003493928,0.000311918,0.0001978649,0.0001956545,0.00122477],"category_scores_gemma":[0.0008480004,0.0001066565,0.0004534262,0.0003010948,0.0002273961,0.0003541646,0.0004293484,0.0002512714,0.0002566056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525448,"about_ca_system_score_gemma":0.0003641241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006022637,"about_ca_topic_score_gemma":0.001477778,"domain_scores_codex":[0.9998289,0.0000350256,0.00001490382,0.00003378635,0.00003836815,0.00004897977],"domain_scores_gemma":[0.9995098,0.00007744699,0.0001809295,0.00002595508,0.00001636431,0.0001896289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006577624,0.0003722427,0.9021549,0.0002105929,0.0002220917,0.02198953,0.000623682,0.0006263258,0.01153544,0.00008878818,0.0007897478,0.06072888],"study_design_scores_gemma":[0.00002751059,0.001536951,0.906958,0.00002515123,0.00004518297,0.08804195,0.0002603052,0.0005050771,0.001093096,0.00007894981,0.00141502,0.00001270852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983805,0.0008191826,0.0002889185,0.00003894531,0.000006191637,0.000007811289,0.00002997744,0.000006284416,0.0004221597],"genre_scores_gemma":[0.9985715,0.0005617752,0.0003232793,0.00006113349,0.00004260599,0.000008338424,0.0001392472,0.000003828386,0.0002881867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00122477,"threshold_uncertainty_score":0.004097223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726556995113055,"score_gpt":0.3007014995528189,"score_spread":0.2734359296016884,"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."}}