{"id":"W1480332035","doi":"10.1159/000329222","title":"Endoscopic Approaches to the Skull Base: The Coronal Plane","year":2012,"lang":"en","type":"book-chapter","venue":"Progress in neurological surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronal plane; Skull; Medicine; Anatomy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001291971,0.0004704563,0.001133128,0.0001309098,0.0001203487,0.00002756258,0.0003408414,0.0006949465,0.002199001],"category_scores_gemma":[0.0002476697,0.0002140701,0.000358104,0.00009992104,0.0006166166,0.00002752391,0.0003009242,0.001744259,0.0004533644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003450667,"about_ca_system_score_gemma":0.0001054343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004608416,"about_ca_topic_score_gemma":0.00001581634,"domain_scores_codex":[0.9969931,0.0002909942,0.000707588,0.0006379546,0.0005651363,0.0008052542],"domain_scores_gemma":[0.9946666,0.004213057,0.0001951882,0.0005995074,0.0000307201,0.0002949095],"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":[0.002208064,0.0009296119,0.5489245,0.0002387164,0.0001463192,0.004804038,0.00007649257,0.000005369303,0.000003327348,0.0642285,0.01732421,0.3611109],"study_design_scores_gemma":[0.0002800366,0.0004062608,0.1657743,0.0000982033,0.00008786791,0.0003588065,0.000001476814,0.0000193258,0.000008108984,0.001078686,0.8316815,0.0002054287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3189805,0.0909704,0.00001656147,0.245484,0.005177293,0.007972497,0.0001999795,0.0006514402,0.3305473],"genre_scores_gemma":[0.9542468,0.001147672,0.00009442648,0.01426918,0.003371255,0.000603205,0.0001596173,0.0001077187,0.02600019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8143573,"threshold_uncertainty_score":0.9987131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1990347934835435,"score_gpt":0.2906709927595277,"score_spread":0.09163619927598426,"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."}}