{"id":"W2611474665","doi":"10.1186/s12957-017-1160-1","title":"Low transverse incision for lateral neck dissection in patients with papillary thyroid cancer: improved cosmesis","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgical Oncology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cosmesis; Dissection (medical); Surgery; Surgical oncology; Neck dissection; Lymph; Surgical incision; Carcinoma; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004854816,0.0001826247,0.0008050649,0.0002778006,0.0001658035,0.00002805591,0.0001484606,0.0001482876,0.000085804],"category_scores_gemma":[0.0000480348,0.0001229371,0.0002397078,0.0001283647,0.0001185719,0.0002570922,0.00002292,0.0004467847,0.000002683283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909472,"about_ca_system_score_gemma":0.000314141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003679728,"about_ca_topic_score_gemma":0.0004030805,"domain_scores_codex":[0.9984856,0.00008438176,0.0006492445,0.0001967881,0.0002497674,0.0003342321],"domain_scores_gemma":[0.9983717,0.0002626338,0.0006213207,0.000212463,0.000284536,0.0002473851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08255973,0.002512021,0.7906685,0.0001140414,0.0002898779,0.001947553,0.0004753407,0.00009258447,0.006422058,0.00004825667,0.008820821,0.1060492],"study_design_scores_gemma":[0.03708011,0.007421318,0.7223363,0.0004518397,0.0002060585,0.0002831662,0.00005565076,0.0001550113,0.001041108,0.00006475461,0.2306024,0.0003022392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940987,0.0004471237,0.00002460978,0.0032726,0.0007877505,0.0003781203,0.00001497524,0.000008745269,0.0009674111],"genre_scores_gemma":[0.9974136,0.0009908464,0.0002886584,0.0001843744,0.0005085661,0.00001562312,0.00001152802,0.00002360498,0.0005631529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2217816,"threshold_uncertainty_score":0.5013231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303744844584209,"score_gpt":0.2998526249212107,"score_spread":0.2868151764753686,"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."}}