{"id":"W3161586633","doi":"10.3171/case2190","title":"Anterior cervical transvertebral approach for resection of an intraspinal ventral lesion: illustrative case","year":2021,"lang":"en","type":"article","venue":"Journal of Neurosurgery Case Lessons","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Beijing Municipal Science and Technology Commission","keywords":"Medicine; Resection; Lesion; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.000496918,0.0001821135,0.0006940591,0.0002045945,0.0001286015,0.00003036442,0.00005847559,0.000141442,0.000128591],"category_scores_gemma":[0.0002417982,0.0001483965,0.0005168616,0.0004133214,0.000102559,0.0002321917,0.0000207075,0.000516845,4.506521e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004763211,"about_ca_system_score_gemma":0.0003433843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001638959,"about_ca_topic_score_gemma":0.00002985342,"domain_scores_codex":[0.9980133,0.0002454402,0.0008639547,0.0002556377,0.0003301984,0.0002914684],"domain_scores_gemma":[0.9983007,0.0001946183,0.0003633629,0.0002096524,0.0005291767,0.0004024448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.008154087,0.003093441,0.001223558,0.001120455,0.0002202826,0.7386217,0.0009165652,0.0000893383,0.1216896,0.0001767379,0.0002140373,0.1244802],"study_design_scores_gemma":[0.00210928,0.003028407,0.005496229,0.0002482064,0.0004006519,0.9508779,0.001506602,0.004384552,0.03134198,0.00009653549,0.0003388212,0.0001708186],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902852,0.0002667008,0.006380615,0.002211103,0.0004934638,0.0001843724,0.00007880268,0.00001133063,0.0000883716],"genre_scores_gemma":[0.9967557,0.00006327029,0.002152659,0.0002957178,0.0006324153,0.000006000343,0.00001665481,0.00002577374,0.0000518282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2122562,"threshold_uncertainty_score":0.6051435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07699662676852531,"score_gpt":0.3542718661876814,"score_spread":0.2772752394191561,"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."}}