{"id":"W2488999448","doi":"10.1016/j.ekir.2016.07.002","title":"Pediatric Nephrology Training Worldwide 2016: Quantum Educatus?","year":2016,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Society of Nephrology","keywords":"Medicine; Nephrology; Internal medicine; Training (meteorology); Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005442281,0.0003580262,0.0003785621,0.002293366,0.002019963,0.006150636,0.001213983,0.002161338,0.05503556],"category_scores_gemma":[0.01861194,0.0003587075,0.0004294685,0.004108454,0.00136474,0.008316077,0.008875112,0.004920913,0.009965813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003902548,"about_ca_system_score_gemma":0.02069001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006193712,"about_ca_topic_score_gemma":0.01573864,"domain_scores_codex":[0.9959304,0.0009416351,0.0003026874,0.0003324573,0.001268413,0.001224353],"domain_scores_gemma":[0.9769215,0.002098516,0.002230435,0.0004862768,0.003170145,0.01509322],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004320033,0.0001016869,0.01305706,0.001062377,0.00001634473,0.0003254469,0.001878985,0.00009302954,0.0001952302,0.008911405,0.6796834,0.294632],"study_design_scores_gemma":[0.00001677714,0.00006658855,0.03203515,0.002474951,0.00001059682,0.0004302055,0.005686882,0.0000775981,0.0001543777,0.00214657,0.9568729,0.00002744636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01886936,0.0456186,0.0008754365,0.8573359,0.02527503,0.00008786601,0.002790796,0.000404658,0.04874247],"genre_scores_gemma":[0.3650052,0.1792288,0.008639685,0.2834902,0.03697967,0.0006641768,0.01177918,0.001096607,0.1131165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9945577,"threshold_uncertainty_score":0.1841123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731665058734623,"score_gpt":0.3025619050093041,"score_spread":0.2752452544219579,"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."}}