{"id":"W4321789659","doi":"10.3390/cancers15051441","title":"Value of Cellular Components and Focal Dedifferentiation to Predict the Risk of Metastasis in a Benign-Appearing Extra-Meningeal Solitary Fibrous Tumor: An Original Series from a Tertiary Sarcoma Center","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Center (category theory); Sarcoma; Medicine; Value (mathematics); Metastasis; Solitary fibrous tumor; Series (stratigraphy); Pathology; Radiology; Internal medicine; Biology; Mathematics; Cancer; Chemistry; Statistics","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":[0.0004661332,0.0003110076,0.0002729102,0.0009852814,0.0004049647,0.0004325428,0.0002709122,0.000283621,0.001408039],"category_scores_gemma":[0.002178334,0.0002684178,0.0003494961,0.0005391191,0.0002421109,0.0002390055,0.0003451285,0.0002694792,0.0002839524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056558,"about_ca_system_score_gemma":0.0004195721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003706344,"about_ca_topic_score_gemma":0.004408828,"domain_scores_codex":[0.9997258,0.00004376224,0.00004204105,0.00007591047,0.00006940214,0.00004312879],"domain_scores_gemma":[0.9987552,0.0003540279,0.0003003823,0.0001747625,0.0001949922,0.0002205721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00008563796,0.00002640905,0.9966701,0.000006091774,0.00002606314,0.0005302234,0.00007465865,0.00005044778,0.0004829505,0.000005381357,0.000047067,0.001995032],"study_design_scores_gemma":[0.00001436268,0.0002179986,0.9945254,0.000006205843,0.0000756204,0.003641389,0.0001739626,0.000520074,0.0005881899,0.00001546622,0.000213114,0.00000828197],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995767,0.0001407657,0.00008064266,0.000009533956,0.000001795497,0.00000511278,0.00005629271,0.000002589993,0.00012651],"genre_scores_gemma":[0.9996537,0.00007977385,0.00006129518,0.000006567568,0.000007743137,0.000003009884,0.0001061581,0.000001603747,0.00008025481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003706344,"threshold_uncertainty_score":0.007369518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107285385859362,"score_gpt":0.2653773217260486,"score_spread":0.244304467867455,"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."}}