{"id":"W2186376873","doi":"10.1245/s10434-015-4998-x","title":"Microscopic Positive Tumor Margin Does Not Increase the Risk of Recurrence in Patients with T1–T2 Well-Differentiated Thyroid Cancer","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Thyroid cancer; Cancer; Margin (machine learning); Oncology; Thyroid; Internal medicine; Thyroid tumors; General surgery; Radiology","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":[0.0003602786,0.0001944346,0.0003393757,0.000302646,0.0002829638,0.000509124,0.00032522,0.00044129,0.002711868],"category_scores_gemma":[0.003190731,0.0002228647,0.0006148776,0.0004799695,0.0002995338,0.0004942144,0.0002410286,0.0004790111,0.0002125182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352874,"about_ca_system_score_gemma":0.0003722001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002568065,"about_ca_topic_score_gemma":0.005935718,"domain_scores_codex":[0.9997656,0.00005853142,0.00002405559,0.00004019726,0.0000566716,0.00005486868],"domain_scores_gemma":[0.9986163,0.0004254337,0.0004777189,0.0001122342,0.00009974093,0.0002685255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006540084,0.00001978439,0.9941355,0.00002637872,0.00008269503,0.0003377237,0.000042857,0.0000822344,0.0006403362,0.00002448069,0.0001772698,0.003776597],"study_design_scores_gemma":[0.00001313882,0.0001731626,0.9976675,0.000006908435,0.0001486493,0.0009852151,0.0001372995,0.0002945396,0.0001152037,0.00009238475,0.0003611628,0.000004787816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971203,0.00127661,0.00009657269,0.0001948299,0.00003175985,0.000003090689,0.0001049061,0.000005712814,0.001166307],"genre_scores_gemma":[0.9995924,0.0001147061,0.00002453524,0.00002138048,0.00002517142,9.224477e-7,0.00006398231,0.000002115533,0.0001548094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002711868,"threshold_uncertainty_score":0.009072065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753986491261533,"score_gpt":0.3255527426908823,"score_spread":0.298012877778267,"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."}}