{"id":"W3191718476","doi":"10.1111/his.14535","title":"<i>In‐situ</i> follicular neoplasia: a clinicopathological spectrum","year":2021,"lang":"en","type":"article","venue":"Histopathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Hôpital Maisonneuve-Rosemont; Collège d'Alma; McGill University","funders":"","keywords":"Lymphoma; Follicular lymphoma; Germinal center; Medicine; Pathology; B cell; Immunology; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005857526,0.0004488403,0.0002092361,0.001335335,0.0003845312,0.0005780906,0.0003720532,0.0003242414,0.001726471],"category_scores_gemma":[0.000976603,0.0001341546,0.0002175469,0.0006357933,0.0008078549,0.0005104608,0.0004783077,0.0002708683,0.0004472724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005013,"about_ca_system_score_gemma":0.0002157206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006300434,"about_ca_topic_score_gemma":0.00064189,"domain_scores_codex":[0.9997393,0.00004030803,0.00005603446,0.00006088084,0.00004208298,0.0000613375],"domain_scores_gemma":[0.9992391,0.0001825653,0.0002658583,0.00006060216,0.0001221812,0.0001296804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002350918,0.00005313148,0.9366418,0.0001490899,0.00003235496,0.02453148,0.0003719656,0.0001756121,0.01285124,0.0002860656,0.0005530775,0.02411915],"study_design_scores_gemma":[0.00003522585,0.0004299664,0.5566446,0.0001296357,0.00007525527,0.4307749,0.001341761,0.0006487218,0.004701172,0.0006652395,0.004532993,0.00002056804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919029,0.00228839,0.00146163,0.0001043363,0.00001742597,0.00003927961,0.00007985241,0.00005519222,0.004051164],"genre_scores_gemma":[0.9987949,0.0004442863,0.000408751,0.00003264452,0.00003161895,0.000007715978,0.0001038852,0.000004717965,0.0001714197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001726471,"threshold_uncertainty_score":0.00577563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637367774732768,"score_gpt":0.2797403778996977,"score_spread":0.26336670015237,"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."}}