{"id":"W2322105526","doi":"10.1055/s-0036-1579797","title":"Endoscopic Craniofacial Resections and Endoscopic-Assisted Craniofacial Resections for Locally Advanced Anterior Skull Base Tumors. Early Experience of a Canadian Tertiary Referral Centre","year":2016,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Craniofacial; Skull; Medicine; Craniofacial abnormality; Resection; Referral; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006872441,0.0003320649,0.001230435,0.00079213,0.0002920732,0.00002819814,0.0001710919,0.0003182333,0.0007174796],"category_scores_gemma":[0.003556289,0.0002171463,0.0005066087,0.0005624975,0.0004533308,0.0002988057,0.00005805635,0.0005471683,0.000007685484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151003,"about_ca_system_score_gemma":0.0007642629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061683,"about_ca_topic_score_gemma":0.002469421,"domain_scores_codex":[0.9962533,0.0004904222,0.001482105,0.0005077784,0.0004289194,0.0008375131],"domain_scores_gemma":[0.9954905,0.001888202,0.000514678,0.000300209,0.0004861841,0.001320251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008073434,0.001119073,0.822906,0.0001351231,0.0001209936,0.005868209,0.0002647439,0.000004961717,0.1442649,0.00006200255,0.00345141,0.0137291],"study_design_scores_gemma":[0.005487496,0.004833148,0.9368416,0.0006090873,0.000123451,0.001273559,0.00006704054,0.00003850545,0.003850355,0.00006468503,0.04655792,0.0002531653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875975,0.0001063811,0.0001683592,0.01007879,0.001165621,0.000555051,0.0001668693,0.00003576355,0.0001257168],"genre_scores_gemma":[0.9968185,0.0003539059,0.0003949865,0.001521137,0.0005513058,0.00004795691,0.000005519013,0.00003125528,0.0002754541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404146,"threshold_uncertainty_score":0.885497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792949249714196,"score_gpt":0.2931993854711039,"score_spread":0.2452698929739619,"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."}}