{"id":"W4319226694","doi":"10.1016/j.euo.2023.01.008","title":"A Matched Analysis of Active Surveillance Versus Nephrectomy for T1a Small Renal Masses","year":2023,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Nephrectomy; Hazard ratio; Confidence interval; Internal medicine; Proportional hazards model; Cohort; Renal cell carcinoma; Urology; Surgery; Kidney","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":[0.001878925,0.0004530991,0.001162936,0.0003007193,0.0003398918,0.0008547552,0.0006581493,0.0007856544,0.003116707],"category_scores_gemma":[0.004261271,0.0003300854,0.001866982,0.0003580645,0.0004313331,0.0006158973,0.0004765977,0.0008588826,0.0002784551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342771,"about_ca_system_score_gemma":0.0004841653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191142,"about_ca_topic_score_gemma":0.001520299,"domain_scores_codex":[0.9979492,0.001003269,0.0001212471,0.0005430965,0.000136745,0.0002465984],"domain_scores_gemma":[0.9978137,0.001136922,0.0004118895,0.0002781738,0.00009456681,0.0002647214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8008491,0.002926749,0.15187,0.0004018644,0.009727374,0.0004205238,0.0002258255,0.001140941,0.007615582,0.0005470711,0.001047478,0.02322746],"study_design_scores_gemma":[0.05280246,0.1710525,0.7229065,0.0001669134,0.02369412,0.001226055,0.001023913,0.01304572,0.004542656,0.002439582,0.006985665,0.000114009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976003,0.001160148,0.000343012,0.00004928485,0.00008852874,0.0000488437,0.0002123281,0.000004663142,0.0004928878],"genre_scores_gemma":[0.9990017,0.0001301463,0.000111254,0.00007125482,0.00006079033,0.00002263816,0.0002398739,0.000003615562,0.000358763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003116707,"threshold_uncertainty_score":0.0104264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06771732435127352,"score_gpt":0.3277805138606815,"score_spread":0.2600631895094079,"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."}}