{"id":"W4284885653","doi":"10.1002/lary.30276","title":"Surgeon Thyroidectomy Case Volume Impacts Disease‐free Survival in the Management of Thyroid Cancer","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Women's College Hospital; Queen's University; Health Sciences Centre; University Health Network; Toronto East General Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Quartile; Thyroid cancer; Hazard ratio; Thyroidectomy; Confidence interval; Proportional hazards model; Surgery; Population; Retrospective cohort study; Internal medicine; Cancer; Thyroid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008637806,0.000213717,0.0003509509,0.00008146313,0.0002567142,0.00002143494,0.00043575,0.00002065703,0.0007679159],"category_scores_gemma":[0.00001566426,0.0001221182,0.0001705327,0.0005733536,0.0000861844,0.00005794868,0.0003677788,0.0002771956,0.00001287855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002868694,"about_ca_system_score_gemma":0.0001423547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005744012,"about_ca_topic_score_gemma":0.001042872,"domain_scores_codex":[0.9979738,0.0003059041,0.0003299534,0.0003065284,0.0006838562,0.000399942],"domain_scores_gemma":[0.998485,0.0001419803,0.0001302619,0.001085675,0.00003431805,0.0001228233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004894048,0.005749519,0.766055,0.001124496,0.002503635,0.0396161,0.007479259,0.001680755,0.0005678514,0.006701891,0.1507564,0.01287102],"study_design_scores_gemma":[0.007023575,0.0008168555,0.9468358,0.0002205443,0.001120667,0.0004405974,0.004169204,0.000169433,0.0002491384,0.0005203003,0.03812874,0.0003051802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620824,0.01836973,0.000002617522,0.01494901,0.0002762565,0.001287774,0.0002809331,0.00003063307,0.00272059],"genre_scores_gemma":[0.9947288,0.002091951,0.00002102546,0.001153813,0.0000918404,0.001034523,0.00003665153,0.00003190834,0.0008094837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1807807,"threshold_uncertainty_score":0.8683266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891336100571728,"score_gpt":0.2852158499524367,"score_spread":0.2663024889467194,"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."}}