{"id":"W4411523929","doi":"10.1002/hon.70111","title":"Primary Extranodal Follicular Lymphoma: A Retrospective Survey of the International Extranodal Lymphoma Study Group (IELSG)","year":2025,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Staatssekretariat für Bildung, Forschung und Innovation; Swiss Cancer Research Foundation","keywords":"Medicine; Lymphoma; Follicular lymphoma; Retrospective cohort study; Internal medicine; Gastroenterology; Gastrointestinal tract; Presentation (obstetrics); Follicular phase; Pathology; Radiology","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":[0.0006660553,0.0002945157,0.001135498,0.0001239659,0.0001318518,0.00001737371,0.00042842,0.0003318624,0.000200695],"category_scores_gemma":[0.0005442693,0.0001743131,0.000346794,0.0005269907,0.0003289078,0.00004994516,0.0003187383,0.0001154596,0.00001958855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255934,"about_ca_system_score_gemma":0.0005998163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005508433,"about_ca_topic_score_gemma":0.0004432352,"domain_scores_codex":[0.9973094,0.0004783177,0.0007318101,0.0006097876,0.0005162049,0.0003545222],"domain_scores_gemma":[0.9980873,0.0007401298,0.0002426336,0.0005352486,0.0002860108,0.0001086617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001233054,0.01605004,0.963387,0.00003956649,0.000794767,0.0007049433,0.0001467269,0.000001032227,0.00038317,0.007019694,0.001671394,0.008568672],"study_design_scores_gemma":[0.01386515,0.001585523,0.9792711,0.00007024265,0.0003122039,0.0004123467,0.0001644329,0.00004119228,0.0008092591,0.000542819,0.002789537,0.000136176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974332,0.0007183792,0.0001109196,0.001971911,0.0008165631,0.001306536,0.00003574873,0.00006657785,0.02064137],"genre_scores_gemma":[0.9974944,0.00006551322,0.0003886697,0.001299061,0.00004274601,0.0002634125,0.00004353838,0.00001359645,0.0003890389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316243,"threshold_uncertainty_score":0.7108281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258332540265981,"score_gpt":0.3113587306254388,"score_spread":0.2855254765988408,"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."}}