{"id":"W4231752673","doi":"10.1093/annonc/mdn217","title":"session 6 – extranodal lymphoma","year":2008,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Session (web analytics); Lymphoma; Medical physics; Internal medicine; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0001086029,0.0000750573,0.000317918,0.00007450545,0.00004435406,6.48416e-7,0.0000585847,0.0001167224,0.0008488548],"category_scores_gemma":[0.00004100613,0.00006320147,0.0001018057,0.00008155975,0.0001474428,0.00005576235,0.00002019149,0.00006344574,0.00003966343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000333509,"about_ca_system_score_gemma":0.0005800888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004819804,"about_ca_topic_score_gemma":0.000005742429,"domain_scores_codex":[0.9993067,0.00003740347,0.0002207325,0.0001372131,0.000121044,0.0001769227],"domain_scores_gemma":[0.999478,0.00006703522,0.00007749944,0.0001657207,0.0001056602,0.0001060972],"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":[0.001997807,0.0008286258,0.02374525,0.000100096,0.0001281098,0.0008868066,0.001062656,0.000006134334,0.03986168,0.0002495254,0.1384219,0.7927114],"study_design_scores_gemma":[0.003462891,0.002829042,0.1764883,0.00002619082,0.00001977824,0.0007237853,0.00007457621,0.00005602406,0.02981934,0.0000704943,0.7863368,0.00009278209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886431,0.0006067867,0.00003430867,0.003571132,0.0001828722,0.0001022333,0.00000546129,0.00002225404,0.1090439],"genre_scores_gemma":[0.9897367,0.001204506,0.000615667,0.00650553,0.0001369315,0.000005473964,0.00001729512,0.000009346511,0.001768534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7926186,"threshold_uncertainty_score":0.9294364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252000018567793,"score_gpt":0.3881141373807088,"score_spread":0.2629141355239295,"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."}}