{"id":"W4403622133","doi":"10.58931/cht.2024.3254","title":"High-Risk Myeloma: Definitions and Treatments","year":2024,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Multiple myeloma; Medicine; Internal medicine","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":[0.002995402,0.0009831678,0.001233803,0.003711174,0.001593439,0.00251016,0.002033619,0.001590527,0.002902894],"category_scores_gemma":[0.004313123,0.0002997115,0.0009315286,0.005155628,0.002206807,0.002077441,0.003531373,0.004100987,0.001407059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005249897,"about_ca_system_score_gemma":0.007215955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009200086,"about_ca_topic_score_gemma":0.008867993,"domain_scores_codex":[0.9979411,0.0005794808,0.0004606452,0.0002429662,0.0005301402,0.0002456706],"domain_scores_gemma":[0.9980515,0.0002107853,0.0004859535,0.00006871397,0.0006519697,0.0005310753],"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":[0.0004718541,0.0004944153,0.03039131,0.004265837,0.0001392623,0.001311377,0.001580127,0.001953311,0.001334269,0.1651788,0.2845089,0.5083705],"study_design_scores_gemma":[0.00008588727,0.0001896381,0.02368948,0.006624886,0.0001149511,0.007843881,0.001171393,0.0007880703,0.0003612773,0.05566782,0.9033709,0.0000919253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01519185,0.7889432,0.01702847,0.08842569,0.005436148,0.001097181,0.002543345,0.0002310568,0.08110311],"genre_scores_gemma":[0.1503643,0.7229906,0.04991399,0.03327848,0.01569127,0.002109805,0.009860108,0.0002330739,0.01555841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009200086,"threshold_uncertainty_score":0.03809088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839632916491848,"score_gpt":0.2820652679824287,"score_spread":0.2536689388175102,"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."}}