{"id":"W3097111904","doi":"10.1177/2399369320965578","title":"An extra year of Onco-Nephrology fellowship training is required for the subspecialty: PRO","year":2020,"lang":"en","type":"article","venue":"Journal of Onco-Nephrology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Memorial Sloan-Kettering Cancer Center","keywords":"Subspecialty; Medicine; Nephrology; Internal medicine; Intensive care medicine; Disease; Hematology; Oncology; Cancer; Dialysis; Family 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":[0.005294529,0.0007186578,0.0008039155,0.001188812,0.003238271,0.005015177,0.001303426,0.005493389,0.1211049],"category_scores_gemma":[0.0185494,0.0004899096,0.001089137,0.0006037666,0.001796682,0.003536086,0.005438746,0.009189976,0.05260495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842885,"about_ca_system_score_gemma":0.01066502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094832,"about_ca_topic_score_gemma":0.008230324,"domain_scores_codex":[0.9951991,0.0009265342,0.0002952479,0.0004780626,0.001933361,0.001167668],"domain_scores_gemma":[0.9180108,0.003202452,0.002124847,0.002602849,0.01510693,0.05895219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000726444,0.0001572068,0.001867739,0.000127554,0.00001695507,0.0002918961,0.000108443,0.00008571005,0.0007738711,0.001132158,0.9269537,0.06841231],"study_design_scores_gemma":[0.00005546472,0.0001464098,0.007253529,0.0002107967,0.000009867756,0.001539643,0.0006783133,0.0001573472,0.0001933994,0.002763674,0.9869561,0.00003549008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007894538,0.007717341,0.005554035,0.6963034,0.202739,0.0003073924,0.0006022836,0.0009598282,0.0779222],"genre_scores_gemma":[0.07695862,0.01592896,0.02121794,0.3749583,0.1613611,0.0008491425,0.002041827,0.0007975639,0.3458866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1211049,"threshold_uncertainty_score":0.4051363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243039175962558,"score_gpt":0.3374676259502667,"score_spread":0.2131637083540109,"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."}}