{"id":"W2955579618","doi":"10.1016/j.ekir.2019.05.745","title":"SUN-335 NEPHROLOGY IMMERSION: A SUCCESSFUL NATURAL EXPERIMENT","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Nephrology; Medical education; Medical school; Test (biology); Internal 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":[0.004955269,0.0008124394,0.0006668653,0.0002975006,0.002316671,0.001969644,0.001338713,0.002308878,0.008421917],"category_scores_gemma":[0.0122421,0.000414244,0.0006535399,0.0001654575,0.002070051,0.001417231,0.002809553,0.002868945,0.001652483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006606816,"about_ca_system_score_gemma":0.001597383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005438684,"about_ca_topic_score_gemma":0.001279891,"domain_scores_codex":[0.9971722,0.001684416,0.00008003719,0.0003711015,0.0003877341,0.000304629],"domain_scores_gemma":[0.9938929,0.003153981,0.0002001566,0.0006041429,0.0005702375,0.001578621],"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":[0.02317346,0.1071201,0.01966269,0.006270736,0.0005460081,0.007260047,0.2773784,0.00510663,0.0837312,0.03454625,0.12279,0.3124145],"study_design_scores_gemma":[0.009287582,0.189,0.0464918,0.002285739,0.0005824699,0.00489713,0.1208706,0.0143456,0.09161795,0.05362949,0.4659353,0.001056224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517789,0.0005015103,0.01276945,0.003952831,0.0007954757,0.002414006,0.0005913869,0.0006301655,0.02656635],"genre_scores_gemma":[0.9527721,0.0004897212,0.02580604,0.002391347,0.0001949413,0.004258552,0.0004223356,0.0002614456,0.01340344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008421917,"threshold_uncertainty_score":0.02817416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398711490271385,"score_gpt":0.3881398909594746,"score_spread":0.3541527760567608,"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."}}