{"id":"W2515380104","doi":"10.1002/hon.2339","title":"Training improves the interobserver agreement of the expert positron emission tomography review panel in primary mediastinal B‐cell lymphoma: interim analysis in the ongoing International Extranodal Lymphoma Study Group‐37 study","year":2016,"lang":"en","type":"review","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Cancer Research UK; National Cancer Institute; National Cancer Research Institute","keywords":"Medicine; Concordance; Positron emission tomography; Lymphoma; Nuclear medicine; Radiology; Radiation therapy; Interim; Clinical endpoint; Mediastinum; Clinical trial; Medical physics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002476722,0.00075032,0.004211206,0.0003891095,0.0001148397,0.00003201814,0.001452852,0.0003553864,0.00013521],"category_scores_gemma":[0.0002948117,0.0002730274,0.00160346,0.001316964,0.0002914795,0.00007222538,0.0007116789,0.000365084,0.000007604808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227648,"about_ca_system_score_gemma":0.0004342651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001603629,"about_ca_topic_score_gemma":0.0003035703,"domain_scores_codex":[0.9921024,0.003010495,0.002446939,0.0009819538,0.0009083109,0.000549893],"domain_scores_gemma":[0.9952372,0.002276311,0.001242897,0.001030207,0.00009871222,0.0001147169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002880487,0.02959066,0.04360156,0.003178072,0.002366239,0.001187815,0.004274722,9.836878e-8,0.00001110184,0.00002946087,0.0002788246,0.9151934],"study_design_scores_gemma":[0.02564608,0.01239531,0.6657792,0.07219043,0.0196875,0.002163377,0.01580052,0.00001794377,0.00001312859,0.00004187482,0.1850716,0.001193021],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1329784,0.8585909,0.00000648366,0.001186811,0.0003930026,0.005922087,0.0000163024,0.00002354931,0.0008824453],"genre_scores_gemma":[0.3728907,0.6240312,0.00006300448,0.0008255515,0.00008514455,0.002006113,0.00004839934,0.00002396346,0.00002582639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9140004,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110996917102976,"score_gpt":0.3821411964883498,"score_spread":0.2711442793853738,"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."}}