{"id":"W4318474048","doi":"10.1111/cen.14882","title":"Clinical value of molecular markers as diagnostic and prognostic tools to guide treatment of thyroid cancer","year":2023,"lang":"en","type":"review","venue":"Clinical Endocrinology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thyroid nodules; Thyroid; Thyroid cancer; Medicine; Malignancy; Nodule (geology); Thyroid carcinoma; Pathology; Radiology; Oncology; Internal medicine; 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":[0.004403816,0.0005626997,0.0009158576,0.001809606,0.0002954496,0.002092561,0.0006791234,0.0007570873,0.003062269],"category_scores_gemma":[0.01152663,0.000189052,0.000795653,0.001045611,0.0007842989,0.001398823,0.0007341666,0.001718053,0.001245815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115311,"about_ca_system_score_gemma":0.00172049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393577,"about_ca_topic_score_gemma":0.00187715,"domain_scores_codex":[0.9981954,0.0007613858,0.0002041685,0.0002172206,0.000536956,0.00008492442],"domain_scores_gemma":[0.9940655,0.002931163,0.0008569031,0.0002332698,0.001670056,0.0002430478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006330658,0.00008410399,0.04392537,0.00460883,0.000512232,0.0006844309,0.0001758351,0.002689294,0.006620573,0.009416299,0.02813751,0.9025125],"study_design_scores_gemma":[0.0002479215,0.001398608,0.1038287,0.0152359,0.002229958,0.008330748,0.0008164367,0.008764222,0.01152644,0.03241858,0.8148528,0.0003496632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01212355,0.933633,0.01284233,0.02115487,0.001815413,0.0001020519,0.0008202202,0.0002908686,0.01721775],"genre_scores_gemma":[0.3108508,0.6306699,0.03728971,0.007390433,0.006785336,0.0002094574,0.001710278,0.0001507835,0.0049434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004403816,"threshold_uncertainty_score":0.02328986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500701123405328,"score_gpt":0.4990553156711837,"score_spread":0.3489852033306509,"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."}}