{"id":"W4393040986","doi":"10.14341/serg12848","title":"Papillary thyroid cancer in young people (clinical case)","year":2023,"lang":"en","type":"article","venue":"Endocrine Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Medicine; Thyroid cancer; Cancer; Papillary thyroid cancer; Thyroid; 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":[0.0002053557,0.0006361624,0.0004087848,0.001325984,0.00246013,0.0006579352,0.0005840228,0.002574878,0.003195828],"category_scores_gemma":[0.001037138,0.0005732007,0.0005899812,0.001470035,0.0009119444,0.0007529104,0.001088017,0.001060479,0.0006464869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263197,"about_ca_system_score_gemma":0.00132208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069677,"about_ca_topic_score_gemma":0.01684074,"domain_scores_codex":[0.9997825,0.00001647868,0.0000178255,0.00004568632,0.00003801276,0.00009940362],"domain_scores_gemma":[0.999719,0.00004676427,0.00004348753,0.00001172726,0.00001850109,0.0001605366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000370379,0.0000451967,0.04245935,0.00003868538,0.000008178989,0.9531477,0.0004108254,0.00006867805,0.0004446899,0.0002317626,0.0009368033,0.002170992],"study_design_scores_gemma":[0.00001084208,0.00007278413,0.04297852,0.00002775357,0.00001346707,0.9546242,0.0005225226,0.0001044213,0.0001488548,0.0002709266,0.001214163,0.00001165938],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648795,0.003788003,0.001363865,0.004681264,0.0003976955,0.0002978637,0.0006602572,0.00009082563,0.02384064],"genre_scores_gemma":[0.9949766,0.001310336,0.0004650111,0.0008802419,0.0003942533,0.00003121566,0.00009485208,0.000009481766,0.001837965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069677,"threshold_uncertainty_score":0.02126902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04428946293911924,"score_gpt":0.3633566351643018,"score_spread":0.3190671722251826,"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."}}