{"id":"W4388797371","doi":"10.1007/s12022-023-09791-z","title":"Obstacles to Tumor Capsule Assessment in Noninvasive Follicular Thyroid Neoplasm with Papillary-Like Nuclear Features (NIFTP)","year":2023,"lang":"en","type":"letter","venue":"Endocrine Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Thyroid neoplasm; Pathology; Thyroid; Capsule; Follicular phase; Papillary carcinoma; Thyroid carcinoma; 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":[0.002729631,0.0003719896,0.0005323336,0.0008861342,0.002349306,0.002133771,0.001287583,0.01578416,0.002302322],"category_scores_gemma":[0.01627648,0.0006203115,0.0007172129,0.0005362585,0.002165982,0.002415027,0.001472473,0.01123659,0.001705966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159937,"about_ca_system_score_gemma":0.003387109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007176359,"about_ca_topic_score_gemma":0.0140077,"domain_scores_codex":[0.9980989,0.0005389348,0.0003674334,0.0001687006,0.0004913336,0.0003348009],"domain_scores_gemma":[0.9926456,0.004137672,0.0005023227,0.000289931,0.001269003,0.001155456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002596576,0.0001917901,0.04097852,0.0003468884,0.00003936409,0.4396093,0.001850308,0.0009883102,0.002952858,0.008055387,0.4168951,0.08783258],"study_design_scores_gemma":[0.0001509182,0.0003176897,0.01711334,0.001198604,0.00008810573,0.5971109,0.005149558,0.005829246,0.001750563,0.02807114,0.3430923,0.0001277423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02187312,0.004697308,0.001152885,0.9521526,0.004220755,0.00004531995,0.000057486,0.00006379428,0.01573674],"genre_scores_gemma":[0.3788289,0.009266258,0.009084407,0.5378409,0.05371292,0.0001161975,0.000139867,0.0001283057,0.01088219],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01578416,"threshold_uncertainty_score":0.02292711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073397746840199,"score_gpt":0.2701788570224348,"score_spread":0.2594448795540328,"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."}}