{"id":"W2057590741","doi":"10.5692/clinicalneurol.50.778","title":"World Neurology: Challenges, Opportunities and Priorities","year":2010,"lang":"en","type":"article","venue":"Rinsho Shinkeigaku","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Pace; Subspecialty; Promotion (chess); Leverage (statistics); Variety (cybernetics); Public relations; Quality (philosophy); Creativity; Business; Quality of life (healthcare); Value (mathematics); Medicine; Political science; Psychiatry; Nursing; Computer science","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":[0.01784392,0.001456676,0.002699746,0.003683595,0.00721315,0.01882477,0.003462279,0.01637102,0.02634609],"category_scores_gemma":[0.01914096,0.0005905927,0.001551012,0.003194365,0.007020144,0.02021532,0.01078181,0.02146343,0.009465104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009038276,"about_ca_system_score_gemma":0.04764554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006529468,"about_ca_topic_score_gemma":0.01293139,"domain_scores_codex":[0.9911109,0.003424573,0.0006229772,0.0006856564,0.001910424,0.002245428],"domain_scores_gemma":[0.9595851,0.009637937,0.001452558,0.0009127674,0.007471523,0.02094027],"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":[0.00009948074,0.000189984,0.0008540831,0.002963755,0.00005862287,0.0007882321,0.001093219,0.0003448255,0.0002524147,0.06375919,0.7550349,0.1745613],"study_design_scores_gemma":[0.00002856128,0.00006960736,0.001068686,0.00613558,0.00003218389,0.001079806,0.006463805,0.0002050308,0.00007215435,0.08940591,0.8953606,0.00007806926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005137626,0.1714986,0.000743412,0.7968684,0.02203297,0.00002665237,0.0001980482,0.00009829806,0.008019736],"genre_scores_gemma":[0.03112638,0.4820524,0.01031011,0.3973398,0.05775888,0.0003041146,0.001236254,0.0001791067,0.01969305],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02634609,"threshold_uncertainty_score":0.09436876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288913539902482,"score_gpt":0.2678401220481111,"score_spread":0.1389487680578629,"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."}}