{"id":"W4214672886","doi":"10.1148/rg.210138","title":"Renal Neoplasms in Young Adults","year":2022,"lang":"en","type":"article","venue":"Radiographics","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Young adult; Malignancy; Watchful waiting; Disease; Biopsy; Epidemiology; Pediatrics; Kidney; Internal medicine; Cancer","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":[0.0001932342,0.0003010024,0.0003700636,0.000691851,0.0004467996,0.0005199797,0.0001835487,0.0006450074,0.004587706],"category_scores_gemma":[0.001048112,0.00009926435,0.0002324693,0.0007203978,0.0001990878,0.0006413592,0.0005205113,0.0006023102,0.001813052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214533,"about_ca_system_score_gemma":0.0006487209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641113,"about_ca_topic_score_gemma":0.002030146,"domain_scores_codex":[0.9998077,0.00003505954,0.00003272921,0.00003080985,0.00004904556,0.00004458415],"domain_scores_gemma":[0.9997546,0.00005038024,0.00007254456,0.000006579271,0.00005389414,0.00006193023],"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":[0.0001290706,0.00007594038,0.129315,0.003321653,0.00006744436,0.03220459,0.00157367,0.0001958163,0.001890948,0.005164173,0.1042191,0.7218425],"study_design_scores_gemma":[0.00001931028,0.0001753788,0.1335988,0.005968043,0.0001180399,0.1903664,0.001582762,0.0001235986,0.0004464381,0.003480107,0.6640815,0.00003977599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06346195,0.8479682,0.002260723,0.006184102,0.004193477,0.0001565034,0.0009333447,0.0001781956,0.07466356],"genre_scores_gemma":[0.2290713,0.7406558,0.001892766,0.008813434,0.005911818,0.0001711875,0.001558141,0.00002652429,0.01189906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004587706,"threshold_uncertainty_score":0.01534742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244596045444177,"score_gpt":0.2338095117303902,"score_spread":0.2213635512759485,"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."}}