{"id":"W2418251908","doi":"10.1111/cen.13021","title":"Adrenal surgery in England: better outcomes in high‐volume practices","year":2016,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aberdeen Regional Hospital","funders":"","keywords":"Medicine; Internal medicine; Endocrinology","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":[0.0009788531,0.0001236242,0.0002559767,0.0008883956,0.0003071337,0.001412872,0.0002676216,0.0005060881,0.004200861],"category_scores_gemma":[0.007379683,0.0001246218,0.0002619202,0.001543344,0.0004752251,0.001586503,0.001029943,0.0005770282,0.0002810152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310044,"about_ca_system_score_gemma":0.001238785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02474132,"about_ca_topic_score_gemma":0.0286127,"domain_scores_codex":[0.9987709,0.0002607066,0.0002057846,0.0001866606,0.0003631079,0.0002128377],"domain_scores_gemma":[0.9890639,0.001365583,0.006407495,0.000217867,0.001151061,0.001794061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001184577,0.00004634216,0.9846058,0.0003454236,0.00006459221,0.0003390269,0.001138897,0.0001063411,0.0002779037,0.0002833227,0.001367475,0.01130641],"study_design_scores_gemma":[0.000009626488,0.000060845,0.9972183,0.0001527822,0.00001226418,0.0002925234,0.00102548,0.00004047874,0.00003948968,0.00007018413,0.001072801,0.000005411746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837723,0.007804028,0.0001592121,0.003906434,0.0001091696,0.0000186011,0.001226787,0.000009979257,0.002993496],"genre_scores_gemma":[0.9972329,0.001641313,0.0001106961,0.0003027251,0.00007568755,0.000006324548,0.0003903195,0.000003088801,0.0002370049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02474132,"threshold_uncertainty_score":0.04919463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07537133704279399,"score_gpt":0.382800869453304,"score_spread":0.30742953241051,"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."}}