{"id":"W2086903956","doi":"10.1177/0194599814557469","title":"Localized Intraoperative Virtual Endoscopy (LIVE) for Surgical Guidance in 16 Skull Base Patients","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Endoscopy; Skull; Magnetic resonance imaging; Surgery; Drill; Radiology","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":[0.0003653397,0.0003744636,0.0002453433,0.0004010543,0.0003107758,0.0004467295,0.0002468546,0.0003064417,0.001721599],"category_scores_gemma":[0.001631743,0.000180785,0.0002592329,0.0002682267,0.0003968955,0.0003630586,0.0005870747,0.0002775802,0.0003088173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019733,"about_ca_system_score_gemma":0.0004237066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959006,"about_ca_topic_score_gemma":0.001031215,"domain_scores_codex":[0.9997984,0.00003626413,0.00002370475,0.00004828911,0.00005517093,0.00003820256],"domain_scores_gemma":[0.9993536,0.0001428291,0.0002560234,0.00006519657,0.00005040962,0.0001319672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394364,0.0009938256,0.9465786,0.00009715243,0.00004200008,0.006510468,0.001293456,0.0008353004,0.01345224,0.0000404418,0.0001307521,0.02863139],"study_design_scores_gemma":[0.0001868617,0.02086029,0.9379445,0.00004183855,0.00009026068,0.02527142,0.002659164,0.002475885,0.009351983,0.0001121173,0.0009350164,0.00007063392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999755,0.0000218992,0.0001282023,0.000002665112,0.000001199499,0.00001100945,0.00001863016,0.000002371103,0.00005907425],"genre_scores_gemma":[0.9993704,0.00004124761,0.0004081305,0.000008274295,0.000003808214,0.00001841804,0.000058448,0.000001661133,0.00008966707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721599,"threshold_uncertainty_score":0.005759299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201270912057533,"score_gpt":0.2896775905201397,"score_spread":0.2776648813995644,"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."}}