{"id":"W2022743650","doi":"10.1016/j.oraloncology.2008.09.001","title":"Selective neck dissection: A review of the evidence","year":2008,"lang":"en","type":"review","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neck dissection; Medicine; Dissection (medical); Radiation therapy; General surgery; Surgery; Disease; Cancer; Internal medicine","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":[0.0001851527,0.0002350874,0.003176875,0.0000471323,0.00008124988,0.000001025993,0.0001641598,0.0002318446,0.0001317402],"category_scores_gemma":[0.0007618416,0.000121711,0.0006601635,0.0006590799,0.0001910272,0.00002701066,0.000104481,0.0005269054,0.00004763095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265716,"about_ca_system_score_gemma":0.002178121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003183348,"about_ca_topic_score_gemma":0.00004272495,"domain_scores_codex":[0.9984237,0.0003303931,0.0005755097,0.0002796729,0.0001934002,0.0001973229],"domain_scores_gemma":[0.9986408,0.0003137542,0.0004205558,0.0003634762,0.0002003895,0.0000609634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001490103,0.00006275654,0.00003130655,0.1019923,0.0001597724,0.00002940887,0.00004010134,2.707346e-9,2.212004e-7,0.0000166464,0.08428042,0.8133722],"study_design_scores_gemma":[0.0001018202,0.0007176294,0.00009918703,0.2699241,0.0008178632,0.0008978611,0.00000252067,4.488555e-8,8.030257e-7,0.000002422745,0.7273632,0.00007260425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002425458,0.9856743,6.279999e-7,0.001461977,0.0005573271,0.001183979,0.000005377048,0.00001776951,0.01109628],"genre_scores_gemma":[0.000004641335,0.9967008,0.00008070781,0.001154631,0.0002700364,0.0002203389,0.000004379528,0.00002029315,0.001544169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8132995,"threshold_uncertainty_score":0.4963229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636494722016972,"score_gpt":0.4749151636444784,"score_spread":0.3112656914427812,"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."}}