{"id":"W1987002345","doi":"10.1227/01.neu.0000163429.92507.d4","title":"Neurosurgery at Tribhuvan University Teaching Hospital, Nepal","year":2005,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Tribhuvan University","keywords":"Medicine; Specialty; Neurosurgery; Developing country; Health care; Brain drain; Family medicine; Economic growth; Surgery","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":[0.0001456559,0.0002542206,0.0001611432,0.0006839862,0.003383172,0.001573556,0.0006688219,0.001417893,0.06868797],"category_scores_gemma":[0.0009141972,0.000213851,0.0001202045,0.0004440279,0.0007974827,0.0007496289,0.001484474,0.001094548,0.01263884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934514,"about_ca_system_score_gemma":0.005064884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141691,"about_ca_topic_score_gemma":0.06568231,"domain_scores_codex":[0.9997755,0.00002881891,0.00001102236,0.00003563966,0.00005609215,0.00009300534],"domain_scores_gemma":[0.9996672,0.00002891561,0.00002585298,0.00002040382,0.00008550531,0.000172141],"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":[0.0002941166,0.0003006662,0.05414739,0.0004455604,0.00004457531,0.02163086,0.006240929,0.0002606085,0.005994978,0.005661635,0.4019403,0.5030384],"study_design_scores_gemma":[0.00005166609,0.000343672,0.1038517,0.0006995064,0.00001453894,0.02169758,0.004310901,0.0002303084,0.002963886,0.002692538,0.8630672,0.00007649383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.277141,0.01610372,0.001147377,0.05097087,0.004226129,0.0004472583,0.001956505,0.0008362334,0.6471709],"genre_scores_gemma":[0.3671871,0.01495039,0.002949692,0.01216087,0.001158919,0.0002234947,0.001278494,0.0001723497,0.5999187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06868797,"threshold_uncertainty_score":0.2297842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139556210543727,"score_gpt":0.2492893785103494,"score_spread":0.2353337574559767,"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."}}