{"id":"W4281606079","doi":"10.1002/cncy.22592","title":"Subcategorizing salivary gland neoplasm of uncertain malignant potential (<scp>SUMP</scp>) in the Milan System for Reporting Salivary Gland Cytopathology","year":2022,"lang":"en","type":"letter","venue":"Cancer Cytopathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cytopathology; Medicine; Salivary gland; Sump (aquarium); Pathology; 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":[0.005574369,0.0005430257,0.0009143336,0.001372194,0.002389478,0.002346454,0.001556228,0.01452472,0.001391761],"category_scores_gemma":[0.02473958,0.0004748292,0.0007187562,0.001024652,0.00232562,0.00195378,0.0009607124,0.01053547,0.002125632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00341102,"about_ca_system_score_gemma":0.002292791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257137,"about_ca_topic_score_gemma":0.006457044,"domain_scores_codex":[0.9951913,0.001899249,0.0009851764,0.0003983404,0.001112615,0.0004133955],"domain_scores_gemma":[0.9851342,0.008084037,0.001043679,0.0004062431,0.004196804,0.001134956],"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":[0.00006343372,0.00002609833,0.007064567,0.0001387233,0.0000185145,0.005023541,0.0002121654,0.00008502807,0.0003849823,0.001698924,0.9673393,0.01794463],"study_design_scores_gemma":[0.0002171266,0.0001393382,0.0159494,0.001387723,0.0001327004,0.04952296,0.001430041,0.00120987,0.001181483,0.009230633,0.9194424,0.0001562885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003229549,0.005886563,0.0005520777,0.8916621,0.09287565,0.00004066868,0.0001073533,0.0000569869,0.005589126],"genre_scores_gemma":[0.0224235,0.005826271,0.001107099,0.7105231,0.2568271,0.00007516027,0.0001534134,0.00004014435,0.003024302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01452472,"threshold_uncertainty_score":0.02948046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217402997161994,"score_gpt":0.3029382545976557,"score_spread":0.2607642246260358,"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."}}