{"id":"W3095664040","doi":"10.1182/blood-2020-141088","title":"Comparison of Outcomes and Utilization of Therapy in Multiple Myeloma Patients in the USA and Alberta, Canada","year":2020,"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":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Bortezomib; Internal medicine; Comorbidity; Malignancy; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000839984,0.000324486,0.0004853901,0.002214749,0.001358509,0.001387975,0.001345507,0.0004176763,0.001450039],"category_scores_gemma":[0.003050274,0.0002299369,0.0006306295,0.007945602,0.0005902908,0.0003004496,0.0009197171,0.0004985302,0.0001605602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02841798,"about_ca_system_score_gemma":0.03068455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904773,"about_ca_topic_score_gemma":0.9929015,"domain_scores_codex":[0.9986225,0.0001131999,0.0001069844,0.0001659756,0.0006138508,0.000377511],"domain_scores_gemma":[0.99681,0.0002036302,0.0005511665,0.00005439061,0.001593809,0.0007869147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858541,0.00003149128,0.9913356,0.00007083342,0.0001441372,0.0001746021,0.0003564166,0.000360385,0.0001353492,0.0002027296,0.002346433,0.00465617],"study_design_scores_gemma":[0.00002028576,0.00002244645,0.9973478,0.00005317574,0.00005122359,0.0001076632,0.0008902281,0.0003794176,0.00004595618,0.00002718205,0.001043973,0.00001049194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825665,0.002174124,0.0001200356,0.0008004241,0.00003704909,0.00005769779,0.008773762,0.000020452,0.00545],"genre_scores_gemma":[0.993786,0.001099972,0.0001618282,0.0002089434,0.00001192988,0.00001784334,0.00414864,0.000006621155,0.0005582614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02841798,"threshold_uncertainty_score":0.2061878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723516495288251,"score_gpt":0.3277262989177764,"score_spread":0.2604911339648939,"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."}}