{"id":"W2781647923","doi":"10.1111/pin.12621","title":"Gastrointestinal follicular lymphoma: Current knowledge and future challenges","year":2018,"lang":"en","type":"review","venue":"Pathology International","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Pathology; Duodenum; Lymphoma; Follicular lymphoma; Gastrointestinal tract; CD99; Immunophenotyping; Medicine; Biology; Immunohistochemistry; Internal medicine; Antigen; Immunology","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":[0.0001604559,0.0004175848,0.001032989,0.0002406744,0.00005562837,0.00001905246,0.0001675765,0.0001630991,0.0001463608],"category_scores_gemma":[0.00005795048,0.000297884,0.0003864465,0.00006040758,0.0001564817,0.00003485391,0.0001662464,0.0001521165,0.0003998917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297308,"about_ca_system_score_gemma":0.0002599765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000104543,"about_ca_topic_score_gemma":0.000003102661,"domain_scores_codex":[0.9984319,0.0001037069,0.0004129746,0.0006155567,0.0001872467,0.0002486051],"domain_scores_gemma":[0.9990495,0.0001095631,0.0002227662,0.0002862712,0.0001828114,0.000149106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001253034,0.00070392,0.0002966702,0.002207562,0.0002619294,0.0009436837,0.00005799364,1.198849e-9,5.887185e-8,0.002131804,0.003093847,0.99029],"study_design_scores_gemma":[0.001166879,0.0002728966,0.002325379,0.006754961,0.0008866453,0.02607893,0.00001202372,0.000002445677,4.107461e-7,0.00004780948,0.9622654,0.0001861688],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008517082,0.9909022,0.00000770561,0.0005586158,0.002781035,0.0004087152,0.00008645143,0.00005117834,0.005118929],"genre_scores_gemma":[0.00002657337,0.9930785,0.0006418883,0.00003300178,0.00524949,0.0002725794,0.0004365561,0.00003682755,0.0002245981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901038,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05727545927946504,"score_gpt":0.3653191226832838,"score_spread":0.3080436634038188,"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."}}