{"id":"W2078043499","doi":"10.1227/01.neu.0000055042.61434.14","title":"Bioinformatics in Neurosurgery","year":2003,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; Neurosurgery Research and Education Foundation","keywords":"Pace; Bioinformatics; Data science; Biological data; Extant taxon; The Internet; Medicine; Computational biology; Computer science; World Wide Web; Biology; Evolutionary biology","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":[0.00859459,0.001000185,0.001489939,0.003805873,0.001363811,0.006652257,0.002349864,0.004119122,0.0228788],"category_scores_gemma":[0.03027136,0.0006443986,0.0008255214,0.005572649,0.002552666,0.005915296,0.003976893,0.004709385,0.01825277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938856,"about_ca_system_score_gemma":0.004076947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185443,"about_ca_topic_score_gemma":0.002318193,"domain_scores_codex":[0.9933914,0.003707442,0.0005812789,0.0006468313,0.001411649,0.0002613077],"domain_scores_gemma":[0.9827778,0.0112035,0.000722053,0.001461465,0.002382381,0.001452816],"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":[0.0001265901,0.00005386084,0.001298792,0.001307198,0.0001037453,0.0003549964,0.0003756238,0.002139508,0.0006085532,0.08782392,0.3367415,0.5690657],"study_design_scores_gemma":[0.00004476679,0.00004967781,0.001150545,0.0009550581,0.00002935797,0.0007990614,0.0002751173,0.003835095,0.0003467023,0.2032157,0.789255,0.00004380106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.00388906,0.3045179,0.2869484,0.2450906,0.01603649,0.0004688546,0.004332482,0.01081903,0.1278972],"genre_scores_gemma":[0.08555025,0.3452404,0.395236,0.06204266,0.02497061,0.001860389,0.01344167,0.003415706,0.06824233],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0228788,"threshold_uncertainty_score":0.07653719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112829398655753,"score_gpt":0.2099246179763437,"score_spread":0.1987963239897862,"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."}}