{"id":"W4402171124","doi":"10.1002/cam4.70192","title":"Poor outcome despite modern treatments: A retrospective study of 99 patients with primary and secondary plasma cell leukemia","year":2024,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Jewish General Hospital; Hôpital de l'Enfant-Jésus; Centre Hospitalier de l’Université de Montréal; Hôtel-Dieu de Québec; Hôpital Charles-Le Moyne; Centre hospitalier universitaire de Québec; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Université de Sherbrooke","funders":"Faculté de médecine et des sciences de la santé, Université de Sherbrooke; Université de Sherbrooke","keywords":"Medicine; Plasma cell leukemia; Internal medicine; Multiple myeloma; Gastroenterology; Retrospective cohort study; Incidence (geometry); Population; Bone marrow","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001034412,0.0002769104,0.0006608894,0.000242823,0.00006055584,0.0000108019,0.00006743585,0.00006118576,0.0002381073],"category_scores_gemma":[0.00003851678,0.0001624508,0.00004038632,0.0002960547,0.0001854858,0.0001148519,0.00005295588,0.000285815,0.000006317423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176407,"about_ca_system_score_gemma":0.0004003236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008639829,"about_ca_topic_score_gemma":0.0001486331,"domain_scores_codex":[0.9981251,0.00004095292,0.0003449843,0.0005096301,0.0006675827,0.0003117139],"domain_scores_gemma":[0.9990762,0.00007930542,0.0000818475,0.0002912276,0.0001758277,0.0002955605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001795995,0.0007604537,0.9405287,0.0007922086,0.001017804,0.0004323458,0.002883144,0.000002410488,0.0006085082,0.000003565419,0.0005571596,0.05061773],"study_design_scores_gemma":[0.02799709,0.008859282,0.9598783,0.0006567073,0.0008584673,0.00001264314,0.0004697215,0.0005720695,0.0002682223,0.0000182263,0.0002712964,0.0001379696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905033,0.004509792,0.00002043743,0.0002209679,0.0001541137,0.001614311,0.0001160262,0.0000599426,0.002801186],"genre_scores_gemma":[0.9969085,0.0002879334,0.0001136155,0.000145959,0.000118316,0.0002026021,0.00009545101,0.00004932335,0.002078335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05047976,"threshold_uncertainty_score":0.6624551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943085382752526,"score_gpt":0.3054342369176595,"score_spread":0.2860033830901342,"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."}}