{"id":"W4404611067","doi":"10.1007/s00701-024-06356-9","title":"Pushing the boundaries of endoscopic surgery: the extended transodontoid approach for craniovertebral junction pathologies. Comprehensive technique description and comparative result","year":2024,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Neuroradiology; Neurosurgery; Interventional radiology; Endoscopic surgery; Neurology; Basilar invagination; Radiology; Surgery; Endoscopy; Decompression","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":[0.0002960651,0.0001783945,0.0003560655,0.00009859015,0.0003467025,0.0001783173,0.0001023195,0.00009988814,0.00000854543],"category_scores_gemma":[0.0001184571,0.00009472619,0.0001640387,0.0002063961,0.0004142614,0.0001780518,0.00002936093,0.0003427683,2.873215e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002400204,"about_ca_system_score_gemma":0.00007743244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006205568,"about_ca_topic_score_gemma":0.000005415371,"domain_scores_codex":[0.9988903,0.0001252475,0.0003231758,0.0002928001,0.0001963711,0.0001720634],"domain_scores_gemma":[0.9989241,0.0005509589,0.0001159823,0.0002555772,0.0001195661,0.00003382562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005823286,0.0006640002,0.0006719542,0.002608492,0.000616937,0.00006886083,0.01168398,0.00002258205,0.8344861,0.0536438,0.05806523,0.03164479],"study_design_scores_gemma":[0.002315067,0.003595788,0.1451996,0.0009047422,0.001040217,0.001399562,0.004884726,0.01075914,0.1818037,0.01047762,0.6369153,0.0007045483],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6039944,0.00935649,0.3484294,0.02078918,0.001203458,0.009429935,0.0001463809,0.001187865,0.005462892],"genre_scores_gemma":[0.9962538,0.0004740522,0.002161814,0.0005383124,0.00009284759,0.0003185085,0.00005306667,0.00001717916,0.00009034602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6526824,"threshold_uncertainty_score":0.3862822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07510015706102781,"score_gpt":0.3076801900020651,"score_spread":0.2325800329410374,"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."}}