{"id":"W3168646137","doi":"10.1089/ct.2021;33.278-280","title":"Do Surgeons Support Lobectomy for Low-Risk Papillary Thyroid Cancer?","year":2021,"lang":"en","type":"article","venue":"Clinical Thyroidology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Thyroid cancer; Papillary thyroid cancer; Thyroid; Thyroidectomy; Cancer; General surgery; Internal medicine","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":[0.002503352,0.0002055456,0.0003413927,0.0007655002,0.001454314,0.002261759,0.00105794,0.002839116,0.01252712],"category_scores_gemma":[0.04907693,0.0002441502,0.0006764425,0.0009578628,0.001204023,0.001810449,0.0007900184,0.002236,0.002024539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977149,"about_ca_system_score_gemma":0.007036117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111058,"about_ca_topic_score_gemma":0.03648091,"domain_scores_codex":[0.9979033,0.0005889378,0.0002707328,0.000170251,0.0004938791,0.0005727408],"domain_scores_gemma":[0.9745252,0.008697883,0.005745477,0.0005546481,0.003582254,0.006894664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001213207,0.0003651566,0.6789672,0.0006765978,0.0004327187,0.001954674,0.001237285,0.001148603,0.0009920244,0.002555068,0.1088915,0.2015659],"study_design_scores_gemma":[0.00083697,0.000977546,0.7742188,0.004567024,0.0007433544,0.01020047,0.01775654,0.002168796,0.0009438379,0.01448123,0.1729241,0.0001813407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3660064,0.02301905,0.000880917,0.5135921,0.007432485,0.0001179226,0.001434549,0.00007554347,0.08744098],"genre_scores_gemma":[0.9095911,0.01069402,0.001440353,0.06301983,0.01176059,0.00007957705,0.001086343,0.00005571051,0.00227241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01252712,"threshold_uncertainty_score":0.04190743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06799614667889321,"score_gpt":0.4118743454197258,"score_spread":0.3438781987408326,"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."}}