{"id":"W4384199478","doi":"10.58931/cht.2023.2123","title":"Management of limited stage Hodgkin lymphoma","year":2023,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Stage (stratigraphy); Lymphoma; Medicine; Hodgkin lymphoma; Oncology; Internal medicine; Disease; Neoplasm; Lymphatic system; Pathology; Biology","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":[0.0001899629,0.0001771741,0.0003043883,0.0003734877,0.000628315,0.0005138936,0.0003858704,0.0004195757,0.003200671],"category_scores_gemma":[0.0007294992,0.00005462771,0.000167905,0.000264357,0.0002382433,0.0003623078,0.0005189746,0.0007188959,0.000621993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354904,"about_ca_system_score_gemma":0.001341658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009002599,"about_ca_topic_score_gemma":0.02243707,"domain_scores_codex":[0.9998723,0.00001815437,0.00001099316,0.00001557685,0.00004215486,0.00004075799],"domain_scores_gemma":[0.9997986,0.00001840706,0.00002328774,0.000005476941,0.00004535461,0.000108926],"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":[0.0003255254,0.000283859,0.03766116,0.001159251,0.00005927537,0.0252612,0.0006161645,0.0008771367,0.009231712,0.003559012,0.09529006,0.8256757],"study_design_scores_gemma":[0.0003897646,0.001446153,0.127236,0.005716026,0.0002267079,0.179258,0.002165132,0.002643533,0.004376321,0.01197338,0.6644796,0.00008932761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3050878,0.4335856,0.02271178,0.05288249,0.002998237,0.0008653371,0.0008222575,0.0006826832,0.1803638],"genre_scores_gemma":[0.8325635,0.1189207,0.009660281,0.01352307,0.003458239,0.0002292824,0.001103006,0.00006959432,0.02047228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009002599,"threshold_uncertainty_score":0.01790041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175130596745079,"score_gpt":0.269642307447706,"score_spread":0.2478910014802552,"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."}}