{"id":"W2020766094","doi":"10.1067/msy.2001.118389","title":"Biologic basis for the treatment of microscopic, occult well-differentiated thyroid cancer","year":2001,"lang":"en","type":"article","venue":"Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Occult; Thyroid cancer; Thyroidectomy; Thyroid; Incidence (geometry); Thyroid carcinoma; Cancer; Carcinoma; Internal medicine; Surgery; Nuclear medicine; Gastroenterology; Radiology; 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":[0.0004905905,0.0001195547,0.0003102447,0.0004619908,0.0003143052,0.0004585063,0.0003868787,0.0003315415,0.001089286],"category_scores_gemma":[0.00106702,0.00007330131,0.0002556645,0.0002587292,0.0004429311,0.0002093696,0.0001642542,0.000995902,0.0002314663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000592283,"about_ca_system_score_gemma":0.0007089934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004259351,"about_ca_topic_score_gemma":0.001405465,"domain_scores_codex":[0.9998417,0.00003632399,0.00001429109,0.00001034967,0.00007345175,0.00002390875],"domain_scores_gemma":[0.9997024,0.0001254461,0.00006219528,0.00001746328,0.00004833368,0.00004404485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002989961,0.001905727,0.1632737,0.001142026,0.0003456364,0.007333336,0.0005140711,0.006686631,0.1155294,0.0499547,0.01288316,0.6374416],"study_design_scores_gemma":[0.001794504,0.01330689,0.3576858,0.0006120143,0.001588453,0.06484469,0.001328422,0.01018997,0.07891793,0.04607253,0.4235465,0.0001122731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5881028,0.3102702,0.01251338,0.04119043,0.002525043,0.0001582031,0.0003419227,0.000172416,0.0447255],"genre_scores_gemma":[0.9725782,0.02051941,0.001777616,0.001337751,0.001215193,0.0000469577,0.0001351882,0.00001043399,0.002379157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089286,"threshold_uncertainty_score":0.004297316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847359089444436,"score_gpt":0.315552776419694,"score_spread":0.2670791855252497,"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."}}