{"id":"W4291019425","doi":"10.1016/j.wneu.2022.07.120","title":"Direct Comparison Between the Kawase Approach and Retrosigmoid Intradural Suprameatal Corridor to Access the Petroclival Region Using Computed Tomography Quantitative Volumetric Analysis: A Cadaveric Study","year":2022,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Cadaveric spasm; Medicine; Computed tomography; Anatomy; 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":[0.001267324,0.0003097977,0.001223731,0.001608029,0.0009455002,0.0001424455,0.0003950486,0.0000399313,0.00002574735],"category_scores_gemma":[0.0004848233,0.0001992915,0.0003698556,0.01283033,0.0002330098,0.0001171246,0.0005762068,0.000939234,0.000001548264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250653,"about_ca_system_score_gemma":0.0001139389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003909178,"about_ca_topic_score_gemma":0.00006313931,"domain_scores_codex":[0.9954638,0.001821878,0.0007301164,0.0007330514,0.0007293151,0.0005217769],"domain_scores_gemma":[0.995688,0.003020484,0.0003056737,0.000568882,0.00008562431,0.0003313863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007665711,0.0007562301,0.9907448,0.00001843954,0.0005441336,0.0002430494,0.0008854584,0.001075387,0.0001074388,0.00001408978,0.004094778,0.0007496289],"study_design_scores_gemma":[0.0008487432,0.00117331,0.9717117,0.00001136159,0.001624911,0.000102517,0.0011876,0.01886065,0.00004147015,0.000002235811,0.004192258,0.0002432278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955189,0.0003298889,0.0005882779,0.001612316,0.0003906799,0.001249646,0.00003407235,0.0001055867,0.0001705865],"genre_scores_gemma":[0.9975829,0.000006804742,0.0001009211,0.001806043,0.0001849414,0.0001133022,0.00004857814,0.00003554437,0.0001209843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01903309,"threshold_uncertainty_score":0.8126873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030855935953653,"score_gpt":0.3568306697762011,"score_spread":0.2537450761808359,"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."}}