{"id":"W4378839078","doi":"10.52768/2692-563x/1089","title":"In-Situ Follicular Neoplasia: A Case Series","year":2023,"lang":"en","type":"article","venue":"Journal on oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hematopathology; Lymphocytosis; Pathology; Lymphoma; Follicular lymphoma; Monoclonal; Enteropathy; Biology; Medicine; Immunology; Disease; Monoclonal antibody; Cytogenetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008274404,0.0001222414,0.0004046275,0.0005156422,0.00009906565,0.00002139574,0.0000960024,0.0002114894,0.000303068],"category_scores_gemma":[0.0004582398,0.00009444688,0.0001196228,0.0006406773,0.00008966278,0.0001133791,0.00007422506,0.0008103061,0.00111866],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01337648,"about_ca_system_score_gemma":0.006672692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005512096,"about_ca_topic_score_gemma":0.0003486696,"domain_scores_codex":[0.9984229,0.0001547113,0.0003564024,0.0001882299,0.0003602123,0.0005175817],"domain_scores_gemma":[0.9989918,0.0003208733,0.00008428637,0.0002150505,0.00009246596,0.0002955499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0009585493,0.0001941354,0.0002078985,0.0000425364,0.00008147278,0.930977,0.0005658603,0.00009153008,0.003251594,0.0006779794,0.05678248,0.006168996],"study_design_scores_gemma":[0.01549894,0.003045643,0.0003636972,0.00006949873,0.00003080822,0.7079411,0.0006515551,0.0004936777,0.001171174,0.0006186516,0.2700269,0.00008836521],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621756,0.0001229291,0.000006706174,0.01846758,0.0006747463,0.0002109891,0.00000103166,0.00004292593,0.01829751],"genre_scores_gemma":[0.9866884,0.0005920846,0.0002583191,0.002078398,0.0008595467,0.00002260906,0.000002973761,0.00003023388,0.009467421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2230359,"threshold_uncertainty_score":0.9996591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459191958114353,"score_gpt":0.3771583625092815,"score_spread":0.342566442928138,"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."}}