{"id":"W4417530849","doi":"10.1016/j.esmorc.2025.100092","title":"INTERNATIONAL MULTICENTER RETROSPECTIVE STUDY OF SPINDLE CELL/ SCLEROSING RHABDOMYOSARCOMA, A PUSH PLATFORM STUDY","year":2025,"lang":"en","type":"article","venue":"ESMO rare cancers.","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Anschutz Medical Campus, University of Colorado; Università degli Studi di Torino; Albert-Ludwigs-Universität Freiburg; Justus Liebig Universität Gießen; University of Texas MD Anderson Cancer Center; St. Jude Children's Research Hospital; Universitätsklinikum Hamburg-Eppendorf; School of Medicine, Duke University; Ohio State University; University of Pennsylvania; Children's Hospital of Philadelphia; Nationwide Children's Hospital; Massachusetts Institute of Technology","keywords":"Retrospective cohort study; Multicenter study; MEDLINE; Real world data","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":[0.0001159473,0.0002002605,0.0004263838,0.0002179268,0.00009920781,0.00002839195,0.0001606206,0.00005189017,0.0002604288],"category_scores_gemma":[0.00004602668,0.0001701368,0.0001117296,0.0002836484,0.00004575371,0.0001057765,0.0001175,0.0001854102,0.00000958518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059916,"about_ca_system_score_gemma":0.000141929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855394,"about_ca_topic_score_gemma":0.0003460805,"domain_scores_codex":[0.9985799,0.00002883211,0.0003727687,0.0004099577,0.0003956822,0.000212834],"domain_scores_gemma":[0.9991487,0.00005033279,0.0001390159,0.00038424,0.0002078127,0.00006985147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004040528,0.006803215,0.9830014,0.00002868379,0.0006948314,0.0001083184,0.003536741,0.00001542952,0.0001637969,0.00002746482,0.0009523704,0.00426372],"study_design_scores_gemma":[0.01305444,0.001065343,0.9678473,0.0002780057,0.0003030268,0.000002191148,0.01282228,0.00008340429,0.003782432,0.00001936685,0.0006240078,0.0001181807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890491,0.0002569903,0.00001542262,0.0003137346,0.0006127048,0.001652321,0.00001668871,0.00004328545,0.00803972],"genre_scores_gemma":[0.9988617,0.0000304765,0.0001739583,0.0002243549,0.00009512754,0.000221654,0.00001285695,0.00001898385,0.0003609356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01515405,"threshold_uncertainty_score":0.6937977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273181365827817,"score_gpt":0.3061227501812337,"score_spread":0.2833909365229555,"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."}}