{"id":"W3168771998","doi":"10.25259/sni_532_2020","title":"Magnetic resonance imaging analysis of human skull diploic venous anatomy","year":2021,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Skull; Medicine; Coronal suture; Coronal plane; Anatomy; Calvaria; Parietal bone; Sinus (botany); Dural venous sinuses; Frontal sinus; Magnetic resonance imaging; Radiology; Surgery; 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":[0.0002242446,0.0001651605,0.00009211134,0.001143818,0.0001410155,0.0002570265,0.0001087745,0.0001551458,0.002070508],"category_scores_gemma":[0.0006276841,0.0001334684,0.00007551353,0.0004374153,0.0001674978,0.000192721,0.0001096156,0.00009749119,0.0004016801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009470831,"about_ca_system_score_gemma":0.0001472254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531697,"about_ca_topic_score_gemma":0.001989255,"domain_scores_codex":[0.9999558,0.000007955446,0.000003937089,0.00001357184,0.00001006186,0.000008713998],"domain_scores_gemma":[0.9997947,0.00005186341,0.00004397768,0.00001904189,0.00006984059,0.00002057125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001452002,0.0001633926,0.2692143,0.0004556807,0.0001742353,0.009207496,0.000997037,0.00120906,0.60355,0.0005186841,0.001302917,0.1117553],"study_design_scores_gemma":[0.00004010148,0.0005849755,0.9276212,0.00003441792,0.0001016271,0.03094876,0.0006273671,0.00227957,0.0325137,0.0002120142,0.005017468,0.00001877929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948575,0.0005784966,0.002599272,0.00002399194,0.000006074262,0.00003215872,0.0002284542,0.00001863593,0.001655428],"genre_scores_gemma":[0.994172,0.0005921428,0.004290679,0.00002129086,0.00001437934,0.00001829267,0.0002894206,0.00001203282,0.0005897183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070508,"threshold_uncertainty_score":0.006926596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201010107660741,"score_gpt":0.3232448028145454,"score_spread":0.311234701737938,"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."}}