{"id":"W2944070440","doi":"10.48083/oses5540","title":"Active Surveillance for Small Renal Masses","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Institutes of Health","keywords":"Medicine; Watchful waiting; Intervention (counseling); Active monitoring; Intensive care medicine; Internal medicine; Cancer; Computer science","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":[0.001358118,0.0002370442,0.0006648701,0.001102845,0.0002309427,0.0009095866,0.0004547275,0.0006393773,0.001804559],"category_scores_gemma":[0.005456016,0.0001145587,0.0009516952,0.0007594227,0.0003807451,0.001037686,0.0003933044,0.000886553,0.0004170133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004626673,"about_ca_system_score_gemma":0.00143213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131577,"about_ca_topic_score_gemma":0.002680515,"domain_scores_codex":[0.9993439,0.0002719341,0.000108855,0.00007218516,0.0001562015,0.00004688057],"domain_scores_gemma":[0.99737,0.001596589,0.000487556,0.00007059257,0.0003466043,0.0001286496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002577143,0.00004244339,0.007208972,0.02003816,0.0003664832,0.001177353,0.000206541,0.0002854966,0.001971934,0.002378799,0.02939267,0.9366734],"study_design_scores_gemma":[0.0001936385,0.0008723481,0.04251814,0.03779585,0.001808499,0.03062903,0.0005933325,0.0007414171,0.004117199,0.006575859,0.8740817,0.00007295094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003187534,0.989013,0.001252638,0.00202078,0.0007647591,0.00002969988,0.00005709443,0.00002371608,0.003650844],"genre_scores_gemma":[0.06976648,0.9201286,0.002287658,0.003268304,0.002918744,0.00005984209,0.0002261042,0.0000140278,0.00133022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001804559,"threshold_uncertainty_score":0.007182539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07404165289032641,"score_gpt":0.3290431641089072,"score_spread":0.2550015112185808,"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."}}