{"id":"W2622149297","doi":"10.1002/hon.2437_20","title":"PROGNOSTIC VALUE OF PET‐CT AFTER FIRST‐LINE IMMUNOCHEMOTHERAPY FOR FOLLICULAR LYMPHOMA IN THE PHASE III GALLIUM STUDY","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Alberta","funders":"","keywords":"Medicine; Follicular lymphoma; Bendamustine; Internal medicine; Rituximab; Population; PET-CT; Nuclear medicine; Prospective cohort study; Clinical endpoint; Lymphoma; Oncology; Positron emission tomography; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.000500172,0.0002355859,0.0009894451,0.00005704033,0.0001729607,0.0000229821,0.0003175494,0.0000726652,0.00008550684],"category_scores_gemma":[0.0004452615,0.0001256095,0.0002600401,0.00006837903,0.0002279636,0.00004161445,0.00007673848,0.00007862556,0.00001561916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436426,"about_ca_system_score_gemma":0.0001325597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009218106,"about_ca_topic_score_gemma":0.0001198039,"domain_scores_codex":[0.998351,0.0001394017,0.0005617936,0.0003791704,0.0002147276,0.0003539484],"domain_scores_gemma":[0.9979444,0.0008597806,0.000296051,0.0007372109,0.0000854814,0.00007710872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007630019,0.07036553,0.8865317,0.0002038306,0.0005329747,0.01790508,0.001119623,0.000003239951,0.0001278265,0.003128413,0.0005629219,0.0118888],"study_design_scores_gemma":[0.09245723,0.02125516,0.8676814,0.0001690503,0.0006975842,0.003161764,0.0006980596,0.0003888562,0.001543297,0.0012443,0.01044394,0.0002593985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902889,0.0007980464,0.00006531995,0.004770704,0.0001134392,0.003445534,0.00001055714,0.00002167601,0.0004858658],"genre_scores_gemma":[0.9955412,0.0001552876,0.000773937,0.0007799168,0.00005881755,0.002617461,0.00001896094,0.00001552863,0.00003889714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08482721,"threshold_uncertainty_score":0.5122206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901549088674564,"score_gpt":0.3759064310938444,"score_spread":0.3368909402070987,"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."}}