{"id":"W4353100326","doi":"10.18280/ts.400140","title":"Ultrasonographic Diagnosis of Thyroid Papillary Carcinoma Metastasis","year":2023,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thyroid carcinoma; Medicine; Metastasis; Papillary carcinoma; Radiology; Thyroid; Pathology; Oncology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002886882,0.0001219727,0.0001892444,0.0009806822,0.0002883103,0.0002918185,0.0001806124,0.0001571982,0.001657059],"category_scores_gemma":[0.001437481,0.0001050178,0.0001578222,0.0007619271,0.0001523956,0.0002327643,0.0002287977,0.0001316211,0.0001647549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498783,"about_ca_system_score_gemma":0.0003906286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562435,"about_ca_topic_score_gemma":0.004818936,"domain_scores_codex":[0.9997024,0.0000435005,0.00006077383,0.00005558961,0.00009083842,0.00004687722],"domain_scores_gemma":[0.9994886,0.0001097342,0.0002155747,0.00003185715,0.00008871239,0.00006544773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003251154,0.000006228573,0.9971024,0.00001350636,0.000006098481,0.0004649492,0.00002975354,0.00001000236,0.0004447285,0.00001717139,0.00006914858,0.001803447],"study_design_scores_gemma":[0.000004596455,0.00005021572,0.9935889,0.00001113441,0.00002939946,0.004991577,0.0001712041,0.0002044923,0.0003837425,0.00002622204,0.0005342235,0.000004310885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977822,0.000574013,0.0001849461,0.00002972449,0.000008511572,0.00001721153,0.0004617645,0.000006766533,0.0009349132],"genre_scores_gemma":[0.9992533,0.0001499522,0.0001084333,0.00001026105,0.000008932061,0.000006840838,0.0003309455,7.542578e-7,0.000130414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003562435,"threshold_uncertainty_score":0.007083356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501712627827189,"score_gpt":0.2611400714812929,"score_spread":0.236122945203021,"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."}}