{"id":"W4392757763","doi":"10.1111/cen.15041","title":"Initial surgical management of sporadic medullary thyroid cancer: Guidelines based optimal care ‐ A systematic review","year":2024,"lang":"en","type":"review","venue":"Clinical Endocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medullary cavity; Medicine; Thyroid cancer; Cancer; Intensive care medicine; Internal medicine; Medullary thyroid cancer; Endocrinology; Oncology; Bioinformatics; Biology","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":[0.009337571,0.001208146,0.005425503,0.01076431,0.0007007786,0.002677119,0.002583102,0.002201303,0.004360487],"category_scores_gemma":[0.06248548,0.0009234247,0.005036333,0.009854456,0.0007904491,0.002911183,0.001481046,0.00139764,0.0004568872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00451709,"about_ca_system_score_gemma":0.0168373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214083,"about_ca_topic_score_gemma":0.03107667,"domain_scores_codex":[0.989311,0.003547591,0.004305967,0.0006944804,0.001849445,0.0002915699],"domain_scores_gemma":[0.9642629,0.02189518,0.007334825,0.0004557453,0.005528141,0.0005232084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009761417,0.00002038722,0.001546553,0.9134569,0.003252894,0.00009651927,0.0003431899,0.0001743487,0.00009954182,0.0004628721,0.008572723,0.07187644],"study_design_scores_gemma":[0.0001697028,0.00005814612,0.003056838,0.9575858,0.01371466,0.0002038904,0.000292619,0.0001025693,0.00007036553,0.0005157118,0.02419827,0.00003151308],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001088196,0.9938198,0.0003268064,0.002081127,0.0002858301,0.0005870123,0.001012445,0.00002046297,0.0007783566],"genre_scores_gemma":[0.01745913,0.9760676,0.002215882,0.002095734,0.0001964153,0.0009677352,0.0008497516,0.00001202242,0.0001357126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01214083,"threshold_uncertainty_score":0.04938239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1713819021412051,"score_gpt":0.5123133092119636,"score_spread":0.3409314070707585,"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."}}