{"id":"W2535527535","doi":"10.1097/aap.0000000000000506","title":"Ultrasound-Guided Cervical Medial Branch Radiofrequency Neurotomy","year":2016,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia, Okanagan Campus; University of British Columbia; Kelowna General Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Lesion; Cannula; Ultrasound; Ex vivo; Sagittal plane; Anatomy; Neurotomy; Nuclear medicine; Biomedical engineering; Radiology; Surgery; In vivo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243391,0.0002459147,0.0001915144,0.0002845361,0.0001036558,0.0001796704,0.0001543832,0.0002345127,0.001008658],"category_scores_gemma":[0.0003391944,0.00009892776,0.0001683944,0.0001734164,0.0003179125,0.000227141,0.0001952803,0.0001886924,0.0003410329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911849,"about_ca_system_score_gemma":0.0003120346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000649268,"about_ca_topic_score_gemma":0.002265049,"domain_scores_codex":[0.9998872,0.00001231893,0.000009832439,0.0000281183,0.00004628749,0.00001632143],"domain_scores_gemma":[0.9998277,0.00002773454,0.00007856078,0.00001773506,0.00002703119,0.00002120171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006647514,0.00007858592,0.01118728,0.0002874238,0.00004177099,0.00249408,0.0001260181,0.0006308874,0.920846,0.00009051509,0.0002209272,0.0633317],"study_design_scores_gemma":[0.000221753,0.01307645,0.2798398,0.000336545,0.0003618646,0.1413309,0.0005842357,0.01809536,0.5290778,0.0003626931,0.01660489,0.0001077607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814921,0.001814527,0.01481633,0.000048704,0.00002083071,0.00005509442,0.00004242274,0.00008685682,0.001623081],"genre_scores_gemma":[0.9789149,0.001300132,0.01835828,0.00007167776,0.00001881293,0.0000439114,0.00009615164,0.00001502423,0.001181169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008658,"threshold_uncertainty_score":0.003374279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163226751049851,"score_gpt":0.272485078285258,"score_spread":0.2408528107747595,"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."}}