{"id":"W4297338547","doi":"10.1080/10428194.2022.2123226","title":"Clinical utility of interim CT scans in patients receiving chemoimmuntherapy for first line treatment of follicular lymphoma","year":2022,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Princess Margaret Cancer Foundation","keywords":"Chemoimmunotherapy; Medicine; Asymptomatic; Follicular lymphoma; Biopsy; Radiology; Malignancy; Lymphoma; Interim; Internal medicine; Surgery; Oncology; Rituximab","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006219747,0.0001490585,0.0002346051,0.0007550371,0.0001852581,0.0005377905,0.0002175173,0.0003268048,0.0008284454],"category_scores_gemma":[0.005021836,0.0001085075,0.0001976686,0.000531323,0.0002647576,0.0003824718,0.000172686,0.0003835539,0.0001999528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003700007,"about_ca_system_score_gemma":0.0002002214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320942,"about_ca_topic_score_gemma":0.002062639,"domain_scores_codex":[0.9997455,0.00008685094,0.00003750862,0.00002621927,0.00005565206,0.00004816964],"domain_scores_gemma":[0.9977729,0.0007078585,0.0009106496,0.00009332249,0.0002639782,0.0002513527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735264,0.00001301005,0.9928208,0.000008910537,0.000009419071,0.0004722308,0.00003455396,0.00006732627,0.0002943395,0.000009320724,0.0001065077,0.005889992],"study_design_scores_gemma":[0.00001425697,0.00038561,0.9923428,0.00002522559,0.00005115966,0.005412269,0.000146307,0.0004698496,0.0005735302,0.00003628985,0.0005366436,0.000006122651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967398,0.001194666,0.0001349713,0.00009575655,0.000007033095,0.00001143358,0.0001615968,0.00001006561,0.001644773],"genre_scores_gemma":[0.9993775,0.0001972964,0.0001182059,0.00002636389,0.00001299847,0.000004707325,0.0001879368,0.000002119371,0.00007284609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001320942,"threshold_uncertainty_score":0.003289342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655031120692606,"score_gpt":0.2996931429276785,"score_spread":0.2731428317207524,"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."}}