{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001273238,0.000852461,0.001556563,0.0006346192,0.0001120249,0.00005624126,0.0003164897,0.0003501627,0.0001862633],"category_scores_gemma":[0.00006567001,0.0006647851,0.0002931278,0.000522726,0.0001324782,0.00005590282,0.0002712302,0.002181667,0.0004828948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731173,"about_ca_system_score_gemma":0.0004138107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006738915,"about_ca_topic_score_gemma":0.0007459212,"domain_scores_codex":[0.9959148,0.0002278063,0.0005735172,0.001396972,0.0006544712,0.001232461],"domain_scores_gemma":[0.9980668,0.0002096154,0.000245072,0.001096966,0.0001355002,0.0002460422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009569782,0.0002330682,0.003173131,0.0002274252,0.0003281627,0.2807299,0.0004047446,0.00005528099,0.000707862,0.00008922379,0.7134055,0.0005499821],"study_design_scores_gemma":[0.006536863,0.004352437,0.08206507,0.0007966943,0.0006473612,0.0110632,0.0004437201,0.000004425534,0.001157464,0.00008599865,0.8918452,0.001001562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3213529,0.003415161,0.000009492683,0.6663942,0.001462818,0.003169427,0.0004542876,0.0004661536,0.003275564],"genre_scores_gemma":[0.1061931,0.002798149,0.006528536,0.8627137,0.004287457,0.003197074,0.002473231,0.0009038114,0.01090496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2696667,"threshold_uncertainty_score":0.9995803,"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."}}