{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007045486,0.0003355231,0.0003991299,0.0008446826,0.0007902206,0.0006402779,0.000376774,0.000414166,0.001461216],"category_scores_gemma":[0.001170195,0.0005930671,0.0004963271,0.001256815,0.0004901969,0.0005973519,0.0006960257,0.0004325857,0.0003841602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000519334,"about_ca_system_score_gemma":0.000534363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005373475,"about_ca_topic_score_gemma":0.005374359,"domain_scores_codex":[0.9994704,0.00008413221,0.00008032194,0.000190277,0.00009167491,0.00008329522],"domain_scores_gemma":[0.9988618,0.0001874311,0.0004003036,0.0002060211,0.0001073717,0.0002370488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008491363,0.00003012763,0.9985504,0.000008621773,0.00003097975,0.000365495,0.0001025351,0.00002255421,0.000260034,0.000009436963,0.00003882228,0.0004961452],"study_design_scores_gemma":[0.00002661054,0.00035313,0.9949143,0.000009427651,0.00006837893,0.003378966,0.0005767205,0.0001694402,0.0001302239,0.00002167747,0.0003404114,0.00001069883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994807,0.00009069252,0.00008120676,0.000008164669,0.00000201177,0.00001439246,0.0001853237,0.000002903293,0.0001346791],"genre_scores_gemma":[0.9995333,0.00005425155,0.00006521856,0.00001268105,0.000005959683,0.00001452755,0.0002549239,0.000001617445,0.00005757824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005373475,"threshold_uncertainty_score":0.01068443,"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."}}