{"id":"W4225369886","doi":"10.1177/01945998221099799","title":"Risk Factors Associated With Reoperative Surgery for Thyroid Malignancies: A Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Marianopolis College; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Retrospective cohort study; Neck dissection; Thyroid cancer; Thyroidectomy; Malignancy; Logistic regression; Thyroid; Cohort; Odds ratio; Surgery; Dissection (medical); Lymph; Cancer; 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":[0.0007542748,0.0002973027,0.000362343,0.0008753513,0.0003887663,0.0005847923,0.0003837535,0.0004405357,0.001225585],"category_scores_gemma":[0.002054306,0.0004747855,0.0006399186,0.0009920477,0.0002250427,0.0005810825,0.0003946785,0.000589572,0.0001781245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123915,"about_ca_system_score_gemma":0.0004904217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00519918,"about_ca_topic_score_gemma":0.005744925,"domain_scores_codex":[0.9994646,0.00008561763,0.00006552691,0.0001501426,0.0001182167,0.000115907],"domain_scores_gemma":[0.9983638,0.0002238619,0.0008830409,0.0001627579,0.0001391829,0.0002273395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003836777,0.00001849363,0.9994445,0.000002362838,0.00002237332,0.00008277328,0.00002128403,0.00001258029,0.00005769388,0.000004746626,0.00002920918,0.0002655078],"study_design_scores_gemma":[0.00001037324,0.0001403454,0.9983312,0.000005456779,0.00003359192,0.0009126542,0.0001726472,0.0002134934,0.00004072739,0.000009766077,0.000124826,0.000004793945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995292,0.0001091435,0.00006298939,0.0000169461,0.000003919002,0.000008772596,0.0001660479,0.000002008984,0.0001008669],"genre_scores_gemma":[0.9994369,0.0000991956,0.00008890098,0.0000174267,0.00001036466,0.00001078327,0.0002653048,0.000001711514,0.00006934604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00519918,"threshold_uncertainty_score":0.01033789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917874766538608,"score_gpt":0.2599001773360256,"score_spread":0.2407214296706395,"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."}}