{"id":"W2305187843","doi":"","title":"Utility of level VI neck dissection in diagnostic hemithyroidectomies.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Lymph node; Dissection (medical); Neck dissection; Thyroidectomy; Thyroid carcinoma; Radiology; Retrospective cohort study; Surgery; Thyroid; Carcinoma; 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":[0.0006219605,0.0001345859,0.0003553203,0.0001512673,0.00002277975,0.000005282594,0.00005440392,0.0001013002,0.00005010667],"category_scores_gemma":[0.002415936,0.0001192883,0.0001062364,0.0003504236,0.00006194363,0.000162836,0.00003002313,0.0001876293,0.00002296919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004642119,"about_ca_system_score_gemma":0.00003577095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060432,"about_ca_topic_score_gemma":0.00004681902,"domain_scores_codex":[0.9986407,0.00005553725,0.0004070669,0.0001761996,0.00020814,0.0005123716],"domain_scores_gemma":[0.9987498,0.0005773387,0.00009502373,0.0002840447,0.00004459047,0.0002491987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001887833,0.0004269501,0.974869,0.00005206408,0.00002054808,0.000008950924,0.0002259797,7.051786e-7,0.0007975366,0.00005191987,0.005538735,0.01781888],"study_design_scores_gemma":[0.0008787864,0.00001498795,0.9825647,0.00001783345,0.00002882917,0.00003629337,0.00007244782,0.00001339766,0.0129328,0.00003598524,0.003297777,0.0001061734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863893,0.003073907,0.00004921513,0.0001750472,0.0004754175,0.0006059861,0.00001541887,0.00004317151,0.009172486],"genre_scores_gemma":[0.9983007,0.0001116766,0.00005326792,0.000115071,0.0002652464,0.0003656376,0.00001838575,0.00001733646,0.0007526639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177127,"threshold_uncertainty_score":0.4864436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05452278475637931,"score_gpt":0.2604089420279578,"score_spread":0.2058861572715785,"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."}}