{"id":"W1536129374","doi":"10.1002/0471463736.tnmp43.pub2","title":"Non‐Hodgkin Lymphomas","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Disease; Hodgkin lymphoma; Lymphoma; Pathological; Immune system; Immunology; Medicine; Biology; Pathology","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":[0.0001695869,0.0002734825,0.000167124,0.001251855,0.0003599006,0.0005806274,0.0002862932,0.0002235777,0.07160924],"category_scores_gemma":[0.0005325226,0.00005292557,0.0001851945,0.001120626,0.0001394413,0.0002544801,0.000361132,0.0002663948,0.01109828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877686,"about_ca_system_score_gemma":0.000352406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264438,"about_ca_topic_score_gemma":0.002379271,"domain_scores_codex":[0.999816,0.00002686895,0.00001460962,0.00001653404,0.00006774976,0.0000583208],"domain_scores_gemma":[0.9997513,0.00003341613,0.00003948814,0.00002574885,0.00005694237,0.00009311935],"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":[0.000457766,0.0002787973,0.04861649,0.0006631999,0.00003451716,0.004498226,0.000136732,0.0002286513,0.003456829,0.009942887,0.1372255,0.7944603],"study_design_scores_gemma":[0.00008685575,0.000160293,0.05150743,0.0002699797,0.00003152524,0.01797702,0.000106666,0.0002400081,0.002072043,0.004015671,0.9235243,0.000008144187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05425742,0.02570607,0.002313887,0.001594852,0.0007460607,0.0003064489,0.006077826,0.0004740736,0.9085234],"genre_scores_gemma":[0.4253919,0.0256881,0.004308827,0.002256328,0.001310902,0.0002655499,0.01113652,0.0001330656,0.5295088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07160924,"threshold_uncertainty_score":0.2395568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159617405434279,"score_gpt":0.2771597021296492,"score_spread":0.2655635280753064,"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."}}