{"id":"W4386101150","doi":"10.1097/01.hs9.0000975152.94267.34","title":"PB2090: SYSTEMATIC LITERATURE REVIEW OF PROGNOSTIC FACTORS FOR RELAPSED/REFRACTORY MULTIPLE MYELOMA","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; Internal medicine; Multiple myeloma; Confidence interval; Observational study; MEDLINE; Oncology; Malignancy; Multivariate analysis; Clinical trial; Refractory (planetary science); Intensive care 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":[0.01048829,0.00141772,0.0086517,0.01655245,0.00075873,0.002850895,0.002107198,0.001890646,0.007679038],"category_scores_gemma":[0.04287745,0.0008682834,0.007490969,0.01852575,0.001048752,0.002793752,0.001946633,0.001021504,0.0005813022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004749471,"about_ca_system_score_gemma":0.01731658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008669402,"about_ca_topic_score_gemma":0.02846909,"domain_scores_codex":[0.9892898,0.003049436,0.005281585,0.0007556815,0.001325359,0.0002980973],"domain_scores_gemma":[0.9618923,0.0238326,0.01002485,0.0005984489,0.003175219,0.000476563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001546922,0.000007780896,0.0008911425,0.9813794,0.004369617,0.00006165673,0.0001207485,0.00004971003,0.0001043275,0.0001001465,0.001289273,0.01147149],"study_design_scores_gemma":[0.0002941037,0.0001846312,0.00545508,0.9450251,0.03810155,0.0002385223,0.0002006426,0.00006614851,0.00009964797,0.0001850615,0.01012121,0.00002832467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003622898,0.9895348,0.0002783345,0.0006740627,0.0001810561,0.001574614,0.003397705,0.00002821637,0.0007082816],"genre_scores_gemma":[0.03367737,0.9562595,0.001643222,0.001464089,0.0001950598,0.004177897,0.002144986,0.00002005641,0.000417797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01655245,"threshold_uncertainty_score":0.05546808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682725364071148,"score_gpt":0.3198211475677051,"score_spread":0.2829938939269936,"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."}}