{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000248394,0.0001028543,0.0003001602,0.00009504182,0.0001221896,0.00001506247,0.00005996413,0.00002530747,0.0005386508],"category_scores_gemma":[0.00007965718,0.0000765634,0.0001730259,0.00008789998,0.00002631884,0.00005716351,0.00002663764,0.0002189845,7.83261e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427666,"about_ca_system_score_gemma":0.0008037063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003108909,"about_ca_topic_score_gemma":0.000001283069,"domain_scores_codex":[0.9990664,0.00003072318,0.0002943991,0.0001142616,0.0003152269,0.0001789612],"domain_scores_gemma":[0.9990417,0.00004146616,0.000195347,0.00008913763,0.0001026468,0.0005297189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01272775,0.0005380568,0.0733139,0.0003866836,0.001480883,0.001056067,0.001130817,0.0002569137,0.1246406,0.0002578772,0.738956,0.04525436],"study_design_scores_gemma":[0.007857668,0.002688745,0.004981673,0.00008720932,0.0006062967,0.000989879,0.0001637868,0.0002077997,0.02341815,0.0002634836,0.9586086,0.0001267152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604491,0.008689292,0.0007871689,0.02492785,0.00179778,0.000791209,0.0001715294,0.00001800896,0.002368079],"genre_scores_gemma":[0.9885883,0.0004626242,0.002153353,0.004480538,0.001697519,0.0001555912,0.00001365002,0.00002855989,0.002419821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196525,"threshold_uncertainty_score":0.5897848,"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."}}