{"id":"W2906948676","doi":"10.1111/iju.13882","title":"Risk‐adjusted proposal for &gt;60 months follow up after surgical treatment of organ‐confined renal cell carcinoma according to life expectancy","year":2018,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Life expectancy; Renal cell carcinoma; Carcinoma; Urology; General surgery; Surgery; Oncology; Internal medicine; Environmental health","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":[0.0002219575,0.0002748835,0.0006977472,0.0004968829,0.00004302624,0.00001835035,0.0002594975,0.0001556897,0.0003576532],"category_scores_gemma":[0.0002405543,0.0002009062,0.0004682966,0.0001321685,0.0001122395,0.00008501766,0.0000572632,0.0001461029,0.00002816613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003505584,"about_ca_system_score_gemma":0.0006115822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008311866,"about_ca_topic_score_gemma":0.00007053075,"domain_scores_codex":[0.9977589,0.0001184433,0.0009287929,0.0003098521,0.0005528806,0.0003310935],"domain_scores_gemma":[0.9969661,0.0002579472,0.0006451896,0.0002333991,0.001541225,0.0003561855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1652413,0.00423379,0.6791499,0.00007706037,0.004275502,0.0114496,0.005806572,0.0001063938,0.09738695,0.0004490651,0.002973963,0.02884988],"study_design_scores_gemma":[0.06397756,0.08523489,0.4332337,0.0001351207,0.002720091,0.006540944,0.0007798561,0.0008028992,0.384702,0.0007400631,0.02045643,0.0006764338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920354,0.0008752972,0.000961748,0.003077051,0.001575449,0.0005959343,0.00004687877,0.00001295155,0.000819236],"genre_scores_gemma":[0.9933925,0.00005167778,0.004028295,0.0001917191,0.001771109,0.0000558629,0.0000173531,0.00004067574,0.0004508349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287315,"threshold_uncertainty_score":0.8192716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095825590844794,"score_gpt":0.2835305133387466,"score_spread":0.2625722574302986,"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."}}