{"id":"W4389221065","doi":"10.1182/blood-2023-184933","title":"PET4 Response As an Independent Predictor of Long-Term Outcomes in ECHELON2 (A+CHP Vs. CHOP) in CD30+PTCL","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brentuximab vedotin; Oncology; Internal medicine; Progression-free survival; Diffuse large B-cell lymphoma; CHOP; Positron emission tomography; Surrogate endpoint; Prospective cohort study; Chemotherapy regimen; Chemotherapy; Nuclear medicine; Lymphoma; CD30","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002271836,0.0002102799,0.0005745871,0.0001778324,0.0001825987,0.0006931145,0.0003061631,0.0005651585,0.001606362],"category_scores_gemma":[0.002414938,0.0001091766,0.0006828113,0.0001882314,0.0002892521,0.000608033,0.0003851615,0.0008620236,0.0001825676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738931,"about_ca_system_score_gemma":0.0002945014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682927,"about_ca_topic_score_gemma":0.0003656815,"domain_scores_codex":[0.9994905,0.0002708375,0.00003696214,0.0000846963,0.0000530206,0.00006400845],"domain_scores_gemma":[0.9979084,0.0008790168,0.0005428433,0.00010502,0.0001097467,0.0004550508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3784714,0.001677413,0.5805897,0.000205056,0.001053509,0.0001643402,0.0001147997,0.002162079,0.004866347,0.0001161139,0.0006231921,0.02995607],"study_design_scores_gemma":[0.008896186,0.06801614,0.9080201,0.00008315677,0.001933129,0.0007069249,0.0001433214,0.006126946,0.003420216,0.0005252598,0.002094488,0.00003416133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988419,0.0005202132,0.00008208901,0.00005226641,0.00001221461,0.00002379354,0.0001223889,0.000003317763,0.0003417604],"genre_scores_gemma":[0.9992074,0.00006989995,0.00007255023,0.00004399383,0.00002302766,0.00003725051,0.0003828094,0.000001910143,0.0001611758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002271836,"threshold_uncertainty_score":0.01201475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353990102119682,"score_gpt":0.3126062720174304,"score_spread":0.2890663709962336,"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."}}