{"id":"W4205623218","doi":"10.3389/fsurg.2021.817002","title":"The Superficial Anastomosing Veins of the Human Brain Cortex: A Microneurosurgical Anatomical Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Vein; Medicine; Anastomosis; Anatomy; Cerebral veins; Cortex (anatomy); Surgery; Thrombosis; Neuroscience; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008320497,0.0001061002,0.0003326272,0.0001413126,0.0005367734,0.00001708076,0.0001394796,0.00002632668,0.00002856315],"category_scores_gemma":[0.0001271255,0.00006665222,0.0002682357,0.0004714029,0.0001194959,0.0000327114,0.0001414942,0.0002647589,8.071593e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907172,"about_ca_system_score_gemma":0.000115406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008688246,"about_ca_topic_score_gemma":0.00003941733,"domain_scores_codex":[0.9983978,0.0003921797,0.0004170412,0.0001754176,0.0004008461,0.0002166687],"domain_scores_gemma":[0.999186,0.0002654375,0.00009291514,0.0003888539,0.0000254582,0.00004135008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006948499,0.001884501,0.975977,0.00000649813,0.0001044285,0.00006976091,0.000566572,0.00003017392,0.0001195633,0.00008125609,0.01907753,0.002013217],"study_design_scores_gemma":[0.001000098,0.0001729659,0.9850425,0.0000187912,0.0000796761,0.00003308587,0.004168329,0.0002057416,0.0001305966,0.00005313938,0.009015161,0.00007998203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963528,0.0005352841,0.00001211007,0.001567641,0.0008663144,0.0005592876,0.00001212637,0.0000131976,0.00008125218],"genre_scores_gemma":[0.9995049,0.00001767667,0.00003274256,0.0002257482,0.00003522025,0.0001004661,0.00001293182,0.00001457237,0.00005572449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006237,"threshold_uncertainty_score":0.4128481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566608173483295,"score_gpt":0.2589299171119758,"score_spread":0.2432638353771428,"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."}}