{"id":"W3198317060","doi":"10.1503/cmaj.202824","title":"Managing multiple myeloma","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association; University of Alberta","funders":"","keywords":"Multiple myeloma; Incidence (geometry); Medicine; Proteasome; Internal medicine; Oncology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004823952,0.0004623179,0.0004730558,0.0007791923,0.00207787,0.001373296,0.0008428692,0.001014672,0.006395943],"category_scores_gemma":[0.002602826,0.00009915783,0.0003900067,0.0007562184,0.0004417238,0.0009761917,0.001550166,0.002445861,0.002262034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360989,"about_ca_system_score_gemma":0.006613125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05272799,"about_ca_topic_score_gemma":0.1353559,"domain_scores_codex":[0.9992958,0.00007363286,0.00003483508,0.00004423281,0.0004179092,0.000133577],"domain_scores_gemma":[0.998937,0.00006218033,0.0001046556,0.00001846477,0.0004242646,0.0004534187],"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":[0.00008289813,0.0002087095,0.01202684,0.0006742087,0.00009073409,0.003450604,0.0006051325,0.0003981354,0.001772722,0.003086747,0.4559218,0.5216815],"study_design_scores_gemma":[0.00006785229,0.0001679746,0.01874558,0.002357221,0.0001139255,0.01716593,0.001090307,0.0004448057,0.000968834,0.007956015,0.9508833,0.00003810454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03956781,0.3290879,0.0241397,0.2784994,0.01042275,0.0007444338,0.001314145,0.001732761,0.3144911],"genre_scores_gemma":[0.3223996,0.3918258,0.0413515,0.1227534,0.02533642,0.0003374537,0.002651855,0.0004525454,0.09289133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05272799,"threshold_uncertainty_score":0.1048422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478153984891307,"score_gpt":0.2779998243177004,"score_spread":0.2632182844687874,"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."}}