{"id":"W3209697571","doi":"10.1002/lary.29912","title":"Prophylactic Central Neck Dissection for Clinically Node‐Negative Papillary Thyroid Carcinoma","year":2021,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Relative risk; Neck dissection; Confidence interval; Thyroid carcinoma; Meta-analysis; Randomized controlled trial; Clinical endpoint; Surgery; Hypoparathyroidism; Adverse effect; Thyroid cancer; Hazard ratio; Thyroidectomy; Dissection (medical); Internal medicine; Carcinoma; Thyroid","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007857947,0.0008186773,0.003248902,0.0001410158,0.0003510371,0.0001103123,0.0003811937,0.0006190668,0.000142988],"category_scores_gemma":[0.0009362199,0.0004986923,0.001882988,0.0006579449,0.0001946326,0.0001215071,0.0001704421,0.001312144,0.0001998331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353522,"about_ca_system_score_gemma":0.001745835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000309212,"about_ca_topic_score_gemma":0.000007196942,"domain_scores_codex":[0.9956203,0.000648566,0.001408091,0.0009395176,0.0004602327,0.0009233619],"domain_scores_gemma":[0.9958808,0.0016183,0.0007043841,0.001182123,0.0002588674,0.0003555018],"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":[0.002499449,0.002069418,0.001066676,0.08118084,0.003548409,0.00164489,0.001899212,0.000004953309,0.000221841,0.0006822279,0.118972,0.7862101],"study_design_scores_gemma":[0.001105523,0.0009129723,0.0003759509,0.005586161,0.003608387,0.0007028094,0.0001122732,0.00002302497,0.00003189276,0.00004538947,0.9868357,0.0006598899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001322445,0.9898059,0.00007619012,0.0004302728,0.001591292,0.003850702,0.0001686303,0.0001354293,0.002619085],"genre_scores_gemma":[0.002271703,0.9876438,0.000462559,0.0007489748,0.002737086,0.0006281968,0.000853825,0.0002161182,0.00443774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8678637,"threshold_uncertainty_score":0.9997464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0582965989069813,"score_gpt":0.3584647532423354,"score_spread":0.3001681543353541,"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."}}