{"id":"W2139789114","doi":"10.1111/bjh.13389","title":"Response‐adapted therapy for aggressive non‐Hodgkin's lymphomas based on early [18F] FDG‐PET scanning: ECOG‐ACRIN Cancer Research Group study (E3404)","year":2015,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"U.S. Public Health Service; ECOG-ACRIN Cancer Research Group; National Cancer Institute; U.S. Department of Health and Human Services; National Institutes of Health; American College of Radiology Imaging Network","keywords":"Medicine; Vincristine; Internal medicine; Positron emission tomography; Confidence interval; Rituximab; Lymphoma; Nuclear medicine; Prednisone; Etoposide; PET-CT; Oncology; Cyclophosphamide; Chemotherapy","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":[0.003873552,0.00104098,0.001528957,0.0004089191,0.0002522714,0.0006561186,0.0008063898,0.001081761,0.001440142],"category_scores_gemma":[0.0009723419,0.0003913836,0.001216745,0.0004751853,0.0005107037,0.0006082281,0.00047551,0.001421927,0.0003396146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948121,"about_ca_system_score_gemma":0.0005898808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411931,"about_ca_topic_score_gemma":0.001115038,"domain_scores_codex":[0.9985762,0.001001097,0.00006155815,0.0001211688,0.0000976871,0.0001422325],"domain_scores_gemma":[0.9993012,0.0001298945,0.0001521057,0.0001201713,0.00004277911,0.0002537898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.802172,0.02740164,0.07268018,0.0004401859,0.002671923,0.0002803614,0.0002050517,0.003825022,0.01729455,0.000263009,0.00165645,0.0711097],"study_design_scores_gemma":[0.3658842,0.435175,0.1898988,0.00005860723,0.001272221,0.0003232723,0.00005840626,0.001452764,0.001577544,0.0004069619,0.003846243,0.00004585068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965845,0.0007453853,0.000293855,0.00009885828,0.00003365598,0.0009867714,0.0004942304,0.00002026405,0.0007423424],"genre_scores_gemma":[0.9938008,0.0004994916,0.0009230321,0.0005308812,0.0001036375,0.001361652,0.001806833,0.00001095876,0.0009627172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003873552,"threshold_uncertainty_score":0.02048558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08657996483546601,"score_gpt":0.39282087888565,"score_spread":0.3062409140501841,"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."}}