{"id":"W4408796327","doi":"10.1016/j.labinv.2024.103886","title":"1642 Pediatric Inflammatory Myofibroblastic Tumor: A Diagnostic Challenge","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002158184,0.0002909624,0.0003331313,0.0004351782,0.0001874707,0.00004624731,0.0001302423,0.000191484,0.0001341339],"category_scores_gemma":[0.001791953,0.0002875945,0.00009302244,0.001004563,0.0001862373,0.0003470259,0.00005130661,0.0003442049,0.0003640795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164718,"about_ca_system_score_gemma":0.001271738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004103012,"about_ca_topic_score_gemma":0.000004342655,"domain_scores_codex":[0.998199,0.0001334621,0.0005580384,0.0004169907,0.0003404802,0.0003520569],"domain_scores_gemma":[0.9983021,0.0003361639,0.0001826866,0.0004577671,0.0003773244,0.0003439703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829547,0.0003357047,0.9104686,0.002978355,0.0002059814,0.0004325361,0.0006930738,0.0002478102,0.01104331,0.0423618,0.03045779,0.0005920698],"study_design_scores_gemma":[0.004525851,0.0004899547,0.9357833,0.001786369,0.001461504,0.00001714821,0.0002928905,0.0009906408,0.01411496,0.008273968,0.03131154,0.0009519307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901807,0.002557534,0.0000453611,0.001034418,0.0005870711,0.0006482466,0.0000331977,0.0004774502,0.004436058],"genre_scores_gemma":[0.996047,0.0002108655,0.0001591568,0.002420388,0.0005153752,0.000145164,0.00008205452,0.00004145488,0.0003785081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03408783,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005880289258323038,"score_gpt":0.2254551555929118,"score_spread":0.2195748663345887,"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."}}