{"id":"W4381620770","doi":"10.1016/j.modpat.2023.100252","title":"Expanding the Clinicopathologic and Molecular Spectrum of Lipoblastoma-Like Tumor in a Series of 28 Cases","year":2023,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University of Calgary","funders":"","keywords":"Vulva; Lipoblastoma; Spermatic cord; Scrotum; Pathology; Immunohistochemistry; Medicine; Immunophenotyping; Surgical pathology; Biology; Anatomy; Lipoma; Antigen","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":[0.000279428,0.0001115649,0.0004021646,0.0001572247,0.00002530719,0.000002795394,0.00005550999,0.00005823299,0.00001113259],"category_scores_gemma":[0.0001470921,0.00007377562,0.00007016015,0.0001987696,0.0002188539,0.00002226596,0.00009273695,0.00009398008,0.000005158033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497359,"about_ca_system_score_gemma":0.00002795125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003673041,"about_ca_topic_score_gemma":0.00007214398,"domain_scores_codex":[0.9990686,0.0001068894,0.0002994016,0.0002284018,0.00009751866,0.0001991591],"domain_scores_gemma":[0.9993423,0.0002336479,0.0001049457,0.0002678846,0.00001976203,0.00003146506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003364876,0.0004437713,0.9188281,0.0001285648,0.00004087952,0.02138595,0.002214275,0.0000545575,0.05143123,0.0005244164,0.00005106694,0.004560755],"study_design_scores_gemma":[0.001979541,0.001584101,0.9349365,0.0001465354,0.0001216083,0.004323214,0.0009699034,0.0003496209,0.05024913,0.005192133,0.00003248505,0.0001152675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965201,0.00183913,0.00003240879,0.00114442,0.00006486518,0.0002533332,0.00001501159,0.00002818658,0.0001025609],"genre_scores_gemma":[0.9991388,0.0003458745,0.0001824548,0.0002099229,0.00001329158,0.00006095789,0.000006122757,0.00001369253,0.00002885342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706273,"threshold_uncertainty_score":0.3008482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362584179810484,"score_gpt":0.3052321052572551,"score_spread":0.2716062634591503,"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."}}