{"id":"W2152058473","doi":"10.1002/ana.20835","title":"Advances in neurological education: A time to share","year":2006,"lang":"en","type":"review","venue":"Annals of Neurology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology; Physical medicine and rehabilitation; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009255239,0.000247722,0.001597602,0.0003468244,0.00001432743,0.000003639253,0.0001960791,0.0002898011,0.0007822695],"category_scores_gemma":[0.0003484052,0.0001729636,0.0003143767,0.0003892864,0.00004443455,0.00003681644,0.00009968018,0.0003947214,0.0004698391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002304414,"about_ca_system_score_gemma":0.0002970984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004941338,"about_ca_topic_score_gemma":0.000002397872,"domain_scores_codex":[0.9984869,0.0001311669,0.0005759129,0.00040888,0.000121027,0.0002761279],"domain_scores_gemma":[0.9990433,0.0002056709,0.0001704326,0.0003329015,0.00007556557,0.0001720784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004086335,0.0002891552,0.000368294,0.002124521,0.000006702563,0.0001431269,0.00000334565,7.91953e-7,1.185698e-7,0.00004789548,0.01836954,0.9786056],"study_design_scores_gemma":[0.00007583586,0.001481724,0.002195129,0.000994955,0.00005325499,0.0001736512,2.801036e-7,0.000001048824,2.125029e-7,0.00008530855,0.9948247,0.0001138922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003729535,0.9811009,2.431818e-7,0.007556935,0.000134562,0.00059537,0.0000232418,0.00002287888,0.01019293],"genre_scores_gemma":[0.00003756702,0.9879129,0.00004221604,0.009596018,0.0001799942,0.0000744049,0.0000842556,0.00002661982,0.002046054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9784917,"threshold_uncertainty_score":0.8565302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07777382814833309,"score_gpt":0.4275629772378757,"score_spread":0.3497891490895426,"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."}}