{"id":"W4289526484","doi":"10.1016/j.clml.2022.07.016","title":"Characteristics and Outcomes of Alberta Lymphoma Patients with a History of Immunosuppressive therapy for Autoimmune Conditions","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services","funders":"","keywords":"Lymphoma; Medicine; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002141249,0.0002212925,0.000247573,0.001045844,0.0007365391,0.0009008084,0.0004938624,0.0004112617,0.003372886],"category_scores_gemma":[0.00126414,0.0001878393,0.0002785606,0.001652505,0.0004615409,0.0003575164,0.0004883824,0.0005037791,0.0003486366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994231,"about_ca_system_score_gemma":0.001664683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2232379,"about_ca_topic_score_gemma":0.250719,"domain_scores_codex":[0.9996779,0.00002885465,0.00002087836,0.00004914093,0.00006886225,0.0001543886],"domain_scores_gemma":[0.9989655,0.0001013741,0.0002971118,0.00003082653,0.0001918042,0.000413379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009856424,0.00003212645,0.9985782,0.000003331261,0.00001817427,0.0002024439,0.00008423461,0.00005829355,0.0001151894,0.00002512019,0.0001784124,0.0006058359],"study_design_scores_gemma":[0.000007145758,0.00006036048,0.9983246,0.000006340252,0.00001715989,0.0004933875,0.0006536313,0.0001186582,0.0000265367,0.00002671235,0.0002609696,0.000004539825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970009,0.0002118,0.00002581916,0.00007196929,0.000006874143,0.000005632852,0.0005995774,0.000003743796,0.002073703],"genre_scores_gemma":[0.9987412,0.0001207324,0.00001944935,0.00004566804,0.000009962092,0.000003202992,0.0007049745,0.0000022148,0.0003525032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7767621,"threshold_uncertainty_score":0.4438771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547624322091317,"score_gpt":0.2812959906559092,"score_spread":0.265819747434996,"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."}}