{"id":"W3162046654","doi":"10.1007/s12022-021-09683-0","title":"Cribriform-Morular Thyroid Carcinoma Is a Distinct Thyroid Malignancy of Uncertain Cytogenesis","year":2021,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Cribriform; Pathology; Medicine; Nuclear atypia; Thyroid carcinoma; Thyroid; Cribriform plate; Immunohistochemistry; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009891441,0.0003375737,0.0008400766,0.0001337657,0.00008078964,0.00001070242,0.0001381288,0.00008927369,0.0009865534],"category_scores_gemma":[0.0001307137,0.0002916797,0.0003581675,0.0003596123,0.0001439454,0.00005401494,0.0001706349,0.0001660891,0.00009636095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369996,"about_ca_system_score_gemma":0.0002942535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975264,"about_ca_topic_score_gemma":0.00005464945,"domain_scores_codex":[0.9977642,0.0001230468,0.0005609894,0.0006619317,0.0003016905,0.0005881038],"domain_scores_gemma":[0.9983839,0.0001060286,0.0001775216,0.0008746164,0.0002571605,0.0002007771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003962967,0.001628275,0.760386,0.0004093503,0.000401755,0.03152494,0.0008442838,0.000009047329,0.179957,0.002718249,0.01095749,0.01076732],"study_design_scores_gemma":[0.005272291,0.001654661,0.4407115,0.000115242,0.0005611673,0.006044249,0.0003528478,0.00002051741,0.5313364,0.0004875044,0.01309599,0.0003476207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696072,0.02124593,0.0001232755,0.003870267,0.0002627319,0.0003496654,0.0002399535,0.0000666428,0.004234284],"genre_scores_gemma":[0.9937677,0.001182275,0.001671364,0.001046146,0.000211274,0.0001649378,0.0001890022,0.00005482481,0.001712471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3513794,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249605276099321,"score_gpt":0.289852194865498,"score_spread":0.2673561421045048,"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."}}