{"id":"W2995069737","doi":"10.1159/000504787","title":"Transverse Lumbotomy for Open Partial/Radical Nephrectomy: How I Do It","year":2019,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Nephrectomy; Surgery; Kidney; Open surgery; Urology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002465197,0.0001800655,0.0003244883,0.00009825452,0.00003767987,0.0001082645,0.0003858799,0.0001247797,0.00266312],"category_scores_gemma":[0.0001209826,0.0001453151,0.0002049208,0.00008768165,0.00006435749,0.0001691831,0.00008819423,0.0001479133,0.0002978167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648153,"about_ca_system_score_gemma":0.0001123318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000989614,"about_ca_topic_score_gemma":0.00001639419,"domain_scores_codex":[0.9987109,0.00004434737,0.0002201186,0.000426372,0.0003390584,0.000259248],"domain_scores_gemma":[0.9991016,0.0001911452,0.00008947348,0.0003329758,0.0001453638,0.0001393807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008972361,0.002025264,0.629057,0.0003088303,0.002596491,0.0005916929,0.001322747,0.0001670895,0.02061034,0.0514906,0.2708592,0.01199834],"study_design_scores_gemma":[0.009003113,0.001819419,0.0296806,0.00005436849,0.0002552653,0.000139748,0.00008697898,0.001845232,0.01322225,0.0008048257,0.9428093,0.0002789372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406909,0.0001340626,0.001074982,0.03164435,0.0005723609,0.002641526,0.00009316298,0.0000763796,0.02307221],"genre_scores_gemma":[0.9823684,0.0000121037,0.003425608,0.003070659,0.0002092191,0.0003808381,0.0002305004,0.00002955973,0.01027318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.67195,"threshold_uncertainty_score":0.9982486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400930435297214,"score_gpt":0.3112755644266112,"score_spread":0.2672662600736391,"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."}}