{"id":"W4411388472","doi":"10.1002/hon.70094_390","title":"390 | END‐OF‐TREATMENT PET/CT COMPLETE REMISSION IS HIGHLY PROGNOSTIC IN NODAL PERIPHERAL T‐CELL LYMPHOMA: AN AUSTRALASIAN‐CANADIAN COLLABORATIVE STUDY","year":2025,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"BeiGene; AstraZeneca; Bristol-Myers Squibb; CSL Behring; Amgen","keywords":"NODAL; Medicine; Peripheral; Lymphoma; Complete remission; Oncology; Internal medicine; Peripheral T-cell lymphoma; Radiology; Nuclear medicine; T cell; Chemotherapy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000197205,0.0003875325,0.001198156,0.0002743973,0.000336722,0.00001187545,0.0003051876,0.0001924219,0.0006668545],"category_scores_gemma":[0.0000976014,0.0002704357,0.0001194852,0.0004975405,0.0006634994,0.00005440249,0.0001311448,0.0002697105,0.0001388368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008123866,"about_ca_system_score_gemma":0.001095543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009416051,"about_ca_topic_score_gemma":0.03404944,"domain_scores_codex":[0.9970639,0.0008045117,0.0006873629,0.0006691248,0.00004841088,0.0007267026],"domain_scores_gemma":[0.9988388,0.0004217196,0.0001924606,0.0003113042,0.0001330665,0.0001026449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002348697,0.02508694,0.8554085,0.0002020293,0.001190496,0.008879487,0.008304192,0.00002906634,0.07152238,0.006911439,0.009657314,0.01045949],"study_design_scores_gemma":[0.04385081,0.04660609,0.3248856,0.0002665341,0.0008209439,0.002670561,0.04915449,0.00006651639,0.04761558,0.001507401,0.4807265,0.001828961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790757,0.001861157,0.000003680077,0.00130394,0.000583475,0.001170223,0.00009884017,0.00006267701,0.01584033],"genre_scores_gemma":[0.9965889,0.0001133935,0.0001751675,0.0002609183,0.00001330748,0.0001807799,0.00006681057,0.00001203428,0.002588683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5305228,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101841820280333,"score_gpt":0.2908643095649325,"score_spread":0.2698458913621292,"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."}}