{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01811524,0.002170192,0.002574112,0.002937008,0.007495185,0.02196792,0.004854376,0.01842,0.03398008],"category_scores_gemma":[0.04767853,0.0007485581,0.00157208,0.00255063,0.01413012,0.04962961,0.02712235,0.0397375,0.0146957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006477688,"about_ca_system_score_gemma":0.01516865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612721,"about_ca_topic_score_gemma":0.004283652,"domain_scores_codex":[0.9781878,0.007272467,0.001251206,0.001966167,0.008678768,0.002643565],"domain_scores_gemma":[0.9474549,0.01538014,0.00217584,0.004300276,0.01140243,0.01928639],"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":[0.00006591909,0.0001349868,0.0004198334,0.0004789146,0.00003110266,0.0005452094,0.002504149,0.000113954,0.0003776989,0.02347764,0.8793502,0.09250042],"study_design_scores_gemma":[0.00001448971,0.00004083616,0.000275787,0.0005697217,0.00000634585,0.0003952452,0.003714818,0.00005206166,0.00005598733,0.0118057,0.9830396,0.00002944759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0004254708,0.05311665,0.001028758,0.8335735,0.1029086,0.00002290179,0.00004888338,0.0001354207,0.008739849],"genre_scores_gemma":[0.01579413,0.09357882,0.00395032,0.6503115,0.1912104,0.0001433148,0.0002096234,0.0003439222,0.04445808],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03398008,"threshold_uncertainty_score":0.1136746,"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."}}