{"id":"W3215838825","doi":"10.5489/cuaj.7451","title":"Treatment on active surveillance of small renal masses: Progression vs. preference","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cohort; Renal cell carcinoma; Biopsy; Retrospective cohort study; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00242775,0.0001019888,0.0002606093,0.0007895458,0.0004786581,0.0007894679,0.0003543573,0.0002132931,0.002378107],"category_scores_gemma":[0.008101842,0.00007855915,0.0005206989,0.001257401,0.0005593323,0.0005398919,0.000481768,0.0004142176,0.0001144351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382169,"about_ca_system_score_gemma":0.001550343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105334,"about_ca_topic_score_gemma":0.01777961,"domain_scores_codex":[0.9980952,0.0005614882,0.0002728686,0.0002259833,0.0006372417,0.0002072553],"domain_scores_gemma":[0.9906576,0.002702759,0.005387485,0.0001139585,0.0005309734,0.0006071725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001542656,0.00001293181,0.9954088,0.00006163697,0.00003520547,0.00005835561,0.000207442,0.00002418884,0.00006773057,0.0000501554,0.0001084377,0.003810793],"study_design_scores_gemma":[0.00001017341,0.0001461756,0.9970483,0.0001119285,0.00004999722,0.0007559801,0.001048911,0.0002016518,0.0001236141,0.00007845611,0.0004187935,0.000006116216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964055,0.001298877,0.0001505627,0.0002748921,0.000007945137,0.00003927276,0.0004132307,0.000002801318,0.00140688],"genre_scores_gemma":[0.9994898,0.000213658,0.00007619365,0.00004609693,0.000008267538,0.000008791008,0.0001170217,0.000001123926,0.00003910304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105334,"threshold_uncertainty_score":0.02094418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998052001414359,"score_gpt":0.2603334832369994,"score_spread":0.2203529632228558,"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."}}