{"id":"W3009293906","doi":"10.2147/rru.s212584","title":"<p>Temporal Trends in Selecting Patients for Partial Nephrectomy for Small Renal Cell Carcinomas in Alberta, Canada</p>","year":2020,"lang":"en","type":"article","venue":"Research and Reports in Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Renal function; Urology; Dialysis; Odds ratio; Cohort; Stage (stratigraphy); Internal medicine; Guideline; Kidney; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009668269,0.0002354259,0.0006108045,0.0005360342,0.00008908714,0.00001744985,0.00009167428,0.0002178799,0.00002313017],"category_scores_gemma":[0.0007148751,0.0002064676,0.0000786662,0.0006417666,0.0001122966,0.00004315203,0.000101714,0.0004962604,5.42444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434403,"about_ca_system_score_gemma":0.001135989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1483556,"about_ca_topic_score_gemma":0.7695502,"domain_scores_codex":[0.9966456,0.0002160029,0.0008165599,0.0008115635,0.0004024737,0.001107841],"domain_scores_gemma":[0.9983475,0.0006337475,0.0001539103,0.0002527896,0.0001983233,0.0004136882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003241771,0.0004091035,0.9826643,0.0002112173,0.00003411379,0.00282733,0.0006367046,0.0000768457,0.002734337,0.00003271438,0.003579654,0.003551915],"study_design_scores_gemma":[0.01614801,0.01276983,0.8445155,0.00007132284,0.00007274802,0.0003844326,0.0001023099,0.005349709,0.01280458,0.0003502156,0.1068967,0.0005346038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930955,0.0006425592,0.00001066638,0.002543488,0.0001149256,0.001580939,0.00001070974,0.000009492728,0.00199176],"genre_scores_gemma":[0.9976032,0.00001982637,0.0003378719,0.0002022172,0.0001864119,0.0006052254,0.0002341268,0.00003993102,0.000771177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6211946,"threshold_uncertainty_score":0.8573155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087548515914588,"score_gpt":0.3013483460109272,"score_spread":0.2504728608517813,"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."}}