{"id":"W2049831707","doi":"10.1016/j.eururo.2011.02.023","title":"Growth Kinetics of Renal Masses: Analysis of a Prospective Cohort of Patients Undergoing Active Surveillance","year":2011,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Cohort; Renal cell carcinoma; Prospective cohort study; Kidney disease; Urology; Surgery; Internal medicine; Radiology","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":[0.0005147274,0.000242534,0.0004677744,0.000838356,0.0005084338,0.0008456639,0.0003235195,0.0003817092,0.0009653019],"category_scores_gemma":[0.002201542,0.0002450599,0.00045293,0.0009748557,0.0002674359,0.0006708158,0.0004550868,0.0004359143,0.0002418802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239768,"about_ca_system_score_gemma":0.0004059107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468866,"about_ca_topic_score_gemma":0.001809289,"domain_scores_codex":[0.9996486,0.00006756442,0.00003799103,0.0001186983,0.00004868599,0.00007841407],"domain_scores_gemma":[0.9984459,0.0003812014,0.000541248,0.0001679388,0.0001653117,0.0002984688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002410371,0.0000352579,0.9981611,0.000003207534,0.00002315884,0.0000779923,0.00005748439,0.00004386787,0.0002872405,0.00001033574,0.00003167489,0.001027694],"study_design_scores_gemma":[0.000007237884,0.0002050047,0.9984877,0.000002107311,0.00002902145,0.0005867284,0.0001661716,0.0002205957,0.0001031882,0.00001620726,0.0001717772,0.000004244795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995838,0.00008192442,0.0000425264,0.000008572887,0.000001326692,0.000002522848,0.0001413125,0.000001964824,0.0001361308],"genre_scores_gemma":[0.9992492,0.00007396238,0.00005026926,0.000009859749,0.00000549262,0.000003430438,0.0005116347,0.000003117703,0.000093015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002468866,"threshold_uncertainty_score":0.004909039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704627444607395,"score_gpt":0.2262528560133792,"score_spread":0.2092065815673053,"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."}}