{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004780008,0.0008478182,0.0002190154,0.0006874338,0.002163213,0.000864191,0.0009905688,0.0006271582,0.006193343],"category_scores_gemma":[0.001203002,0.0003106235,0.0004910441,0.001086591,0.0007678999,0.0004892731,0.001022311,0.0009165075,0.001045931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00637773,"about_ca_system_score_gemma":0.01366469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3807246,"about_ca_topic_score_gemma":0.6971988,"domain_scores_codex":[0.9994054,0.00003487553,0.0000328063,0.00006502174,0.0001935763,0.000268352],"domain_scores_gemma":[0.9990271,0.00007043715,0.0001303987,0.00002616931,0.0001521946,0.0005936906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385362,0.001893444,0.5171483,0.0006447313,0.0002215689,0.1106548,0.008301208,0.001716911,0.01969596,0.001091007,0.01503536,0.3222114],"study_design_scores_gemma":[0.0001381898,0.001569916,0.7333384,0.0003665883,0.0001328826,0.219178,0.008821011,0.001038776,0.003670281,0.0003379851,0.03122541,0.0001826051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750695,0.005742122,0.0007871559,0.001508004,0.0001655791,0.0001390361,0.0004193319,0.00005876762,0.01611044],"genre_scores_gemma":[0.9803776,0.008041154,0.002623612,0.0008652407,0.0001578979,0.0000307002,0.00067128,0.00004379988,0.007188705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6192753,"threshold_uncertainty_score":0.7570171,"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."}}