{"id":"W4214497236","doi":"10.14740/jh971","title":"Consensus Statement: Importance of Timely Access to Multiple Myeloma Diagnosis and Treatment in Central America and the Caribbean","year":2022,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple myeloma; Consensus conference; Disease; Caribbean region; Intensive care medicine; Family medicine; Political science; Pathology; Latin Americans; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001646146,0.0001045431,0.0005686408,0.0001766261,0.0000702337,0.000009677718,0.00008586567,0.00001955057,0.00008765438],"category_scores_gemma":[0.0002365412,0.00006318527,0.0000619089,0.0001534754,0.000173517,0.0000313724,0.0001140261,0.0001433182,4.659416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385002,"about_ca_system_score_gemma":0.0001373924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004557311,"about_ca_topic_score_gemma":0.0003207821,"domain_scores_codex":[0.9986964,0.0001982691,0.0004982149,0.000128058,0.0002244956,0.0002545089],"domain_scores_gemma":[0.9987649,0.0005852168,0.0002853434,0.0001234364,0.00006001415,0.0001810918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003684972,0.0004117116,0.9842653,0.000034217,0.0002871821,0.00154717,0.001137414,0.00002670387,0.0001430884,0.00007421652,0.000633635,0.007754411],"study_design_scores_gemma":[0.02212899,0.002858209,0.9627432,0.00005414514,0.0001418425,0.002962497,0.001807055,0.0005407453,0.002239404,0.0001470342,0.004286728,0.00009014073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871171,0.002467904,0.000005746159,0.009662341,0.00004333232,0.0006055007,0.00003937667,0.000002314814,0.000056379],"genre_scores_gemma":[0.9985282,0.0006552211,0.0004543031,0.0002359712,0.00001292049,0.00007941355,0.000004103274,0.000008237087,0.00002167452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152207,"threshold_uncertainty_score":0.2576621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702598280086478,"score_gpt":0.3382388789576409,"score_spread":0.3012128961567762,"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."}}