{"id":"W2781400218","doi":"10.1245/s10434-017-6278-4","title":"Hypothyroidism and Wound Healing After Salvage Laryngectomy","year":2017,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Euthyroid; Laryngectomy; Surgical oncology; Surgery; Fistula; Retrospective cohort study; Neck dissection; Thyroidectomy; Thyroid; Internal medicine; Carcinoma; Larynx","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":[0.0006536365,0.0001446411,0.0003189897,0.0005843323,0.0005674547,0.0008591666,0.0003285119,0.0005926348,0.002541701],"category_scores_gemma":[0.002798885,0.0001608256,0.000700649,0.0005511981,0.0003408995,0.000439219,0.0003077252,0.0009156486,0.0002602859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007480144,"about_ca_system_score_gemma":0.0007297846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005153009,"about_ca_topic_score_gemma":0.007676223,"domain_scores_codex":[0.9996253,0.0001118569,0.00003863053,0.00002510129,0.00006797531,0.000131201],"domain_scores_gemma":[0.9981663,0.0004446202,0.0008095774,0.00008805652,0.0001314587,0.0003599858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004543701,0.0008229404,0.9817953,0.0001114559,0.0002112879,0.00144011,0.0005556747,0.00005781271,0.0008814054,0.00009255431,0.0002970989,0.009190764],"study_design_scores_gemma":[0.00003551363,0.001055292,0.9964986,0.00002924784,0.00008736406,0.0007108147,0.000936567,0.00004379188,0.0002157529,0.00004796491,0.0003307897,0.000008247057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972373,0.001712995,0.000007322204,0.0001225215,0.00002540963,0.000004474211,0.00005050268,0.000001006707,0.0008384347],"genre_scores_gemma":[0.9989067,0.0005284334,0.000009916127,0.00004842495,0.00004016667,0.000002838018,0.00005718186,6.404894e-7,0.0004056958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005153009,"threshold_uncertainty_score":0.01024604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09536896940049995,"score_gpt":0.4086329441748615,"score_spread":0.3132639747743616,"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."}}