{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005285908,0.0002249907,0.0008587175,0.0001380494,0.00006148757,0.000006388324,0.0001258192,0.0003637657,0.0008853661],"category_scores_gemma":[0.0009127888,0.0001816565,0.0001340637,0.000146196,0.0002299611,0.0000664111,0.00006127272,0.0003340364,0.0001977899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015203,"about_ca_system_score_gemma":0.0001283516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008603168,"about_ca_topic_score_gemma":0.0001191333,"domain_scores_codex":[0.9977918,0.0004619758,0.0005330651,0.0004980756,0.0001484464,0.0005666043],"domain_scores_gemma":[0.9981425,0.001090503,0.00008504819,0.0002629284,0.0001541711,0.0002648205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0171199,0.004315702,0.8865029,0.0002407881,0.0001647517,0.0009091075,0.000846914,0.00002419479,0.004044989,0.0518577,0.01073831,0.0232348],"study_design_scores_gemma":[0.06958964,0.01441733,0.1346524,0.000197755,0.00009175995,0.0002194018,0.00005799608,0.004603897,0.006441297,0.0008572519,0.7682711,0.0006001543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885116,0.00009973558,0.001276208,0.001506999,0.0003692275,0.0009223091,0.00002045182,0.00005213789,0.007241303],"genre_scores_gemma":[0.9943534,0.00002437714,0.001215908,0.002900877,0.0002718782,0.0002416067,0.0001272693,0.00003081964,0.0008339083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7575328,"threshold_uncertainty_score":0.9694138,"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."}}