{"id":"W4220784176","doi":"10.1002/pbc.29638","title":"How I approach: The workup and management of patients with progressive transformation of the germinal center","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Center (category theory); Germinal center; Transformation (genetics); Intensive care medicine; Immunology; Genetics","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":[0.000802358,0.0006656437,0.0007242958,0.001195189,0.001531715,0.002588003,0.0009018591,0.00244104,0.007901697],"category_scores_gemma":[0.005188187,0.0004067716,0.0008342993,0.0003881312,0.0008678359,0.003150828,0.002068499,0.004990456,0.005465305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009622213,"about_ca_system_score_gemma":0.002228667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633249,"about_ca_topic_score_gemma":0.004694236,"domain_scores_codex":[0.9993744,0.0001498045,0.00008238907,0.00009432712,0.0001684709,0.0001306022],"domain_scores_gemma":[0.9980676,0.0002420903,0.0003116423,0.00008457363,0.0005193144,0.0007748588],"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":[0.0003281434,0.0004969991,0.05255561,0.0007146079,0.0002201268,0.022938,0.001323828,0.001688622,0.003450621,0.004072429,0.3939323,0.5182788],"study_design_scores_gemma":[0.0003099834,0.001143438,0.06535681,0.008690385,0.000412238,0.191421,0.008987783,0.00375044,0.004260688,0.04705997,0.6682219,0.0003853743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06683674,0.08986966,0.09557135,0.4801345,0.02799977,0.001527825,0.001346254,0.003328427,0.2333855],"genre_scores_gemma":[0.4273922,0.09759805,0.1538744,0.237274,0.04162796,0.001182689,0.00137972,0.0009645692,0.03870643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007901697,"threshold_uncertainty_score":0.02643383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445758348673646,"score_gpt":0.2650643660485918,"score_spread":0.2506067825618554,"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."}}