{"id":"W4224935418","doi":"10.1111/his.14668","title":"The solid variant of papillary thyroid carcinoma: a multi‐institutional retrospective study","year":2022,"lang":"en","type":"article","venue":"Histopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Medicine; Thyroid carcinoma; Cohort; Internal medicine; Retrospective cohort study; Metastasis; Oncology; NODAL; Carcinoma; Papillary carcinoma; Pathology; Thyroid; Gastroenterology; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0003255401,0.000128082,0.0003311292,0.00006764734,0.0005774352,0.000003205273,0.0001198966,0.0000279752,0.0001182935],"category_scores_gemma":[0.00005574699,0.00008596918,0.0001121997,0.0001472706,0.0002104122,0.00001645093,0.0001563646,0.0002199568,0.000008863599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007189955,"about_ca_system_score_gemma":0.0002643826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774414,"about_ca_topic_score_gemma":0.00008568882,"domain_scores_codex":[0.9987881,0.0001734911,0.0002659041,0.0002983933,0.0002726174,0.0002015511],"domain_scores_gemma":[0.9992917,0.000048146,0.0001273378,0.0003982652,0.00008149448,0.0000530785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008688194,0.006150796,0.9575244,0.00002084175,0.0001036898,0.007028654,0.005421134,0.0001096215,0.007079524,0.01050626,0.004240128,0.000946162],"study_design_scores_gemma":[0.00327069,0.003269979,0.9832751,0.000003306263,0.0001675536,0.001054046,0.001066115,0.00004324476,0.0001063554,0.0001135828,0.007551354,0.00007869271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884126,0.007454567,0.00005166315,0.0009065016,0.0007138262,0.0007410074,0.0000622646,0.00002966925,0.001627908],"genre_scores_gemma":[0.9983183,0.00009593235,0.0001338201,0.0002004837,0.00007480186,0.000514649,0.0000161103,0.0000132554,0.0006326079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02575071,"threshold_uncertainty_score":0.4441223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685282190184063,"score_gpt":0.2720478215410347,"score_spread":0.2551949996391941,"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."}}