{"id":"W2034711615","doi":"10.1002/cncr.22871","title":"Active surveillance for selected patients with renal masses","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Asymptomatic; Comorbidity; Medical record; Surgery; Kidney disease; Renal function; Internal medicine","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":[0.0006019321,0.000154495,0.0002772834,0.0006324189,0.0003124192,0.0004598509,0.0002250388,0.0003156595,0.0006390851],"category_scores_gemma":[0.003260008,0.00006906648,0.0001930555,0.0004351045,0.000196517,0.0003194813,0.0002403095,0.0003590622,0.00007591033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567691,"about_ca_system_score_gemma":0.0004117666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042228,"about_ca_topic_score_gemma":0.001066278,"domain_scores_codex":[0.9996802,0.0001045589,0.0000337852,0.00005105515,0.00007136063,0.00005905018],"domain_scores_gemma":[0.9972293,0.0005841518,0.001484252,0.00006662125,0.0001473104,0.0004884221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009984392,0.00004481978,0.9889345,0.00002177968,0.00001537948,0.00117307,0.00007096744,0.00004606178,0.0004336774,0.00002488917,0.0002184255,0.008916538],"study_design_scores_gemma":[0.00003302064,0.0008701194,0.9753761,0.00006749211,0.00008892594,0.0202125,0.0002776836,0.0005808851,0.0007360487,0.00007878846,0.001671004,0.000007525309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968488,0.001809734,0.0002093035,0.000192464,0.00001645714,0.00001327055,0.00006835609,0.00001545828,0.0008261399],"genre_scores_gemma":[0.9991647,0.0003662185,0.0001654176,0.00006728557,0.00005836563,0.000007372898,0.0001206659,0.000001409509,0.00004856479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006390851,"threshold_uncertainty_score":0.003183365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447488582927784,"score_gpt":0.276453383847873,"score_spread":0.2619784980185951,"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."}}