{"id":"W4211191410","doi":"10.1016/s0140-6736(21)00135-5","title":"Multiple myeloma","year":2021,"lang":"en","type":"review","venue":"The Lancet","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":852,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Janssen Pharmaceuticals; Bayer; Celgene; Takeda Canada; Novartis; Cancer Research UK; Roche Products; Servier; Amgen","keywords":"Multiple myeloma; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007551847,0.001262216,0.002022072,0.002911446,0.0004648341,0.001998331,0.0007963273,0.002107897,0.02990012],"category_scores_gemma":[0.002149074,0.0003756647,0.0008629666,0.002719499,0.0004480629,0.001345461,0.001424426,0.00298424,0.01452174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447438,"about_ca_system_score_gemma":0.00272178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032268,"about_ca_topic_score_gemma":0.007417282,"domain_scores_codex":[0.9994665,0.000117217,0.00006797319,0.00007883164,0.0002000679,0.00006941843],"domain_scores_gemma":[0.9993482,0.0002053343,0.0001261592,0.00003156791,0.0002015987,0.00008712537],"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":[0.0001283104,0.00002885958,0.00006624232,0.0135246,0.0001191256,0.0000778772,0.00002719056,0.00007960609,0.000410391,0.001711541,0.3026061,0.6812202],"study_design_scores_gemma":[0.00008849562,0.00004662053,0.0002712672,0.006192022,0.0001549083,0.0003086548,0.00001904611,0.00002191977,0.00007637505,0.0008871773,0.9919258,0.000007840833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003318011,0.9915488,0.00006597771,0.001205655,0.002190392,0.00001390525,0.0000632088,0.00002206085,0.004856784],"genre_scores_gemma":[0.0008838733,0.9830847,0.0002158616,0.003989943,0.002307161,0.00002593082,0.000165547,0.000006356469,0.009320587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02990012,"threshold_uncertainty_score":0.1000258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541464891673331,"score_gpt":0.4120173834667758,"score_spread":0.2578708942994428,"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."}}