{"id":"W2525709004","doi":"10.1182/blood.v124.21.1326.1326","title":"Healthcare Resource Utilization Trends over Time with Continuous Lenalidomide Treatment (Tx) in Patients (Pts) with Newly Diagnosed Multiple Myeloma (NDMM)","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Internal medicine; Transplantation; Surgery","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":[0.0009555876,0.0001716468,0.0004705749,0.0004380239,0.000198834,0.0005643801,0.0002940953,0.0003319612,0.001225078],"category_scores_gemma":[0.002506747,0.000159563,0.0007666189,0.001133827,0.0001329639,0.0004169585,0.0003731891,0.0005882044,0.0001148363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005682494,"about_ca_system_score_gemma":0.0004274489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003284064,"about_ca_topic_score_gemma":0.003830413,"domain_scores_codex":[0.9993336,0.0002125524,0.00009245408,0.0001657033,0.0001110964,0.0000846055],"domain_scores_gemma":[0.9974704,0.0004664434,0.00160142,0.00009329365,0.0001289287,0.0002395103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008122846,0.0003305459,0.9799252,0.00008929741,0.0004712745,0.00004123524,0.00009422947,0.0005603272,0.0005904079,0.00003140852,0.0003236883,0.009419565],"study_design_scores_gemma":[0.0001774652,0.001918334,0.9964083,0.00001674989,0.000152823,0.00008475572,0.0000805478,0.0006915575,0.0001691193,0.00002431736,0.0002686956,0.000007378154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986579,0.0003499332,0.00005022672,0.00003704546,0.000003280148,0.00001427898,0.0007276554,0.000002957461,0.000156726],"genre_scores_gemma":[0.9988765,0.0001313425,0.00008073533,0.0000252748,0.000006997206,0.00003019556,0.0007749759,0.000001013185,0.00007300565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003284064,"threshold_uncertainty_score":0.006529927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848352117779958,"score_gpt":0.26934786888148,"score_spread":0.2508643477036805,"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."}}