{"id":"W4319002433","doi":"10.3390/curroncol30020138","title":"Solitary Fibrous Tumors of the Lung: A Clinicopathological Analysis of 52 Cases","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solitary fibrous tumor; Pathology; Hemangiopericytoma; Medicine; CD34; Vimentin; Lung; Immunohistochemistry; Malignancy; CD99; Cytokeratin; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004225779,0.0001335941,0.0009827742,0.0003211458,0.0000509051,9.907702e-7,0.0001494485,0.00007780212,0.0001324104],"category_scores_gemma":[0.002049887,0.00008468821,0.0004473255,0.00174138,0.0005444873,0.00001417613,0.000270237,0.0002278493,0.0000199668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008262684,"about_ca_system_score_gemma":0.0001626269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000269308,"about_ca_topic_score_gemma":0.00002703189,"domain_scores_codex":[0.9984438,0.0002089504,0.0005898915,0.0002578488,0.0002431352,0.0002563949],"domain_scores_gemma":[0.9979689,0.001118031,0.0002660945,0.0004163965,0.0001621787,0.00006839042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002372906,0.0006076217,0.9729089,0.0002836748,0.0005637277,0.0007451516,0.001229882,0.0000398368,0.0003937236,0.0001957882,0.01595944,0.006834924],"study_design_scores_gemma":[0.000835195,0.001031219,0.9869797,0.0001120146,0.003325114,0.0002195526,0.001223238,0.0007751537,0.0002383162,0.000091125,0.005077274,0.000092054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936752,0.003849361,0.000006533208,0.0007536405,0.000675907,0.0003046584,0.00007529602,0.00006905499,0.0005903906],"genre_scores_gemma":[0.9992597,0.0003044381,0.00005328762,0.00006104272,0.0001121387,0.00003357977,0.00003707038,0.000009825587,0.000128985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140708,"threshold_uncertainty_score":0.3453485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2153344766557338,"score_gpt":0.4844359031670082,"score_spread":0.2691014265112744,"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."}}