{"id":"W4389366965","doi":"10.1212/wnl.98.18_supplement.3502","title":"The Neurology® Resident & Fellow Section (RFS): Performance, Internationalization, and Recent Challenges (S34.003)","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thursday; Section (typography); Medicine; Neurology; Internationalization; Library science; Gerontology; Psychiatry; Theology; Philosophy; Computer science; Business; Operating system","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":[0.04656061,0.0005074039,0.0006735002,0.001855399,0.003822024,0.006486407,0.001315422,0.003388661,0.1871446],"category_scores_gemma":[0.08738628,0.0006014039,0.0005151647,0.001736763,0.001139441,0.002703084,0.003340564,0.002830172,0.1030139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003890648,"about_ca_system_score_gemma":0.03057042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003968025,"about_ca_topic_score_gemma":0.01090177,"domain_scores_codex":[0.9834499,0.005428857,0.002291384,0.000898342,0.005265564,0.002666013],"domain_scores_gemma":[0.7617076,0.02964193,0.02337429,0.007633153,0.09328994,0.08435303],"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":[0.0002963112,0.0001262919,0.01383625,0.0002651857,0.00001450216,0.0002653559,0.0002468111,0.00009481358,0.0008807128,0.001286697,0.905327,0.07736008],"study_design_scores_gemma":[0.0001822323,0.0007045208,0.05650808,0.0009953909,0.00002777315,0.001597821,0.001856238,0.000988795,0.001722159,0.00207266,0.933242,0.000102303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0585462,0.008045875,0.005172018,0.5240696,0.07175958,0.003154757,0.008279045,0.00391419,0.3170588],"genre_scores_gemma":[0.2869909,0.01016227,0.02281166,0.1090258,0.05824415,0.003444001,0.008042541,0.003869808,0.4974089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1871446,"threshold_uncertainty_score":0.6260611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178058755507764,"score_gpt":0.2706735895966884,"score_spread":0.2288930020416108,"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."}}