{"id":"W2009607870","doi":"10.1097/pas.0b013e3181a02d1c","title":"Uterine Smooth Muscle Tumors of Uncertain Malignant Potential (STUMP):","year":2009,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Smooth muscle; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000354582,0.0001481105,0.0007555591,0.0001122306,0.00003879898,0.000005071604,0.000172414,0.00002675907,0.0001164318],"category_scores_gemma":[0.00002036458,0.00007942681,0.0002647559,0.0002185672,0.0004262691,0.00003584797,0.0000398097,0.0002165128,0.000006457315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003035266,"about_ca_system_score_gemma":0.00006232018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002729951,"about_ca_topic_score_gemma":3.481529e-7,"domain_scores_codex":[0.9986257,0.000176452,0.000553457,0.0001305012,0.0002558942,0.0002580218],"domain_scores_gemma":[0.9987993,0.00006493674,0.0006216094,0.0002429186,0.0001221108,0.0001491666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01184473,0.003483313,0.01666247,0.00005282373,0.0007113004,0.1491666,0.0009983886,0.0002896561,0.1362077,0.001425154,0.0006759723,0.6784819],"study_design_scores_gemma":[0.00718777,0.02576867,0.8951579,0.0001752549,0.0004325614,0.05335513,0.0004987723,0.00009317169,0.00207343,0.001325465,0.01367791,0.0002539539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924614,0.0002226549,0.0001479126,0.006485674,0.00009610356,0.00008647564,0.000006601222,0.000008848666,0.0004843647],"genre_scores_gemma":[0.9978341,0.0003070972,0.001059709,0.0004715149,0.0002056005,9.390709e-7,0.000002201509,0.00001116427,0.0001076564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8784955,"threshold_uncertainty_score":0.3238931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334856258984524,"score_gpt":0.2907610690922068,"score_spread":0.2774125065023615,"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."}}