{"id":"W4387904719","doi":"10.5489/cuaj.8449","title":"Predictors of disease recurrence in high-risk non-metastatic renal cell carcinoma patient’s post-surgical resection","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Proportional hazards model; Univariate analysis; Multivariate analysis; Internal medicine; Nomogram; Disease; Retrospective cohort study; Log-rank test; Kidney cancer; Surgical margin; Surgery; Cancer; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003874331,0.000105332,0.0001891416,0.0003792571,0.0002345536,0.0002919693,0.0002293341,0.0002314681,0.001345489],"category_scores_gemma":[0.001578965,0.00007960649,0.0002619652,0.0005870758,0.0001640493,0.0002512155,0.0001805799,0.0003061038,0.0001521887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279744,"about_ca_system_score_gemma":0.0003447952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902112,"about_ca_topic_score_gemma":0.002937388,"domain_scores_codex":[0.9997799,0.00004075178,0.00003232711,0.00003618511,0.00007003838,0.00004086546],"domain_scores_gemma":[0.9985868,0.0002731589,0.0007768464,0.00004167232,0.0001362657,0.0001852825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000380188,0.000006215936,0.9989568,0.000005419077,0.000008470667,0.00006947023,0.00001118991,0.00002755611,0.0000689617,0.000004111136,0.00004105155,0.0007627227],"study_design_scores_gemma":[0.000001779236,0.00004930973,0.9987532,0.000004413109,0.00001309172,0.0007154654,0.00006472555,0.000138889,0.0001193535,0.00001052749,0.0001272493,0.000002006101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990128,0.0004842429,0.00007452015,0.00004038193,0.000004023729,0.000004491359,0.0001875319,0.000003582006,0.0001883847],"genre_scores_gemma":[0.9996864,0.00008069928,0.00004561906,0.000006974845,0.000005204236,0.000002308133,0.0001301435,6.156485e-7,0.00004206157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902112,"threshold_uncertainty_score":0.004501104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127935152503909,"score_gpt":0.2188029396857119,"score_spread":0.2075235881606728,"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."}}