{"id":"W3031338102","doi":"10.1177/0194599820925757","title":"Quality Indicators of Central Compartment Neck Dissection in Thyroid Surgery","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Thyroidectomy; Dissection (medical); Retrospective cohort study; Lymph node; Lymph; Surgery; Thyroid; General surgery; Cohort; Internal medicine; Pathology","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":[0.008860071,0.000230129,0.0003851903,0.002046693,0.0002689319,0.0008170607,0.0005115535,0.0003573234,0.0009807004],"category_scores_gemma":[0.030136,0.0001477363,0.0006807658,0.00392118,0.0003443419,0.0006672649,0.0009471253,0.0006630376,0.00008541196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414632,"about_ca_system_score_gemma":0.001499758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007330564,"about_ca_topic_score_gemma":0.006197341,"domain_scores_codex":[0.9936737,0.002604621,0.001260773,0.000445761,0.00162403,0.0003912137],"domain_scores_gemma":[0.9616989,0.008518372,0.02452525,0.0007894363,0.00303428,0.001433876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009040697,0.00001318586,0.9972901,0.00005832834,0.00008037137,0.000008917063,0.00002996801,0.0002394967,0.00002307827,0.00002887154,0.0001499453,0.001987372],"study_design_scores_gemma":[0.00001461822,0.0001495809,0.9979452,0.00005688056,0.00004303157,0.00006809218,0.00008482852,0.001106088,0.00007015638,0.0000709996,0.000383469,0.000007141898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873337,0.004511443,0.002344033,0.000653523,0.00004929443,0.0001190166,0.003850689,0.00002126256,0.001116915],"genre_scores_gemma":[0.9976421,0.0002650889,0.0006761717,0.00003769076,0.00001978978,0.00005817729,0.001258871,0.000003631977,0.00003836983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008860071,"threshold_uncertainty_score":0.04685706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285679699342204,"score_gpt":0.2933424887549327,"score_spread":0.2604856917615107,"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."}}