{"id":"W1979172522","doi":"10.1586/17474086.2014.873285","title":"Multiple myeloma: genome sequencing, drug development and the future outlook","year":2014,"lang":"en","type":"article","venue":"Expert Review of Hematology","topic":"Protein Degradation and Inhibitors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Leukemia and Lymphoma Society; Multiple Myeloma Research Foundation","keywords":"Medicine; Family medicine; Multiple myeloma; Library science; Oncology; Internal medicine; Gerontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004372176,0.0001247146,0.0003175019,0.00001716722,0.00006877012,0.000004410696,0.0001635868,0.00007075779,0.0000264455],"category_scores_gemma":[0.0001916818,0.00007645321,0.00006914616,0.00003827084,0.0001571118,0.000002594132,0.0001039392,0.00005886772,0.000009863936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007845822,"about_ca_system_score_gemma":0.00005696205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004722279,"about_ca_topic_score_gemma":0.00001490862,"domain_scores_codex":[0.9990709,0.000172358,0.000329797,0.0002103012,0.00008234317,0.0001342684],"domain_scores_gemma":[0.999424,0.00002557647,0.0001476844,0.0003002616,0.00005955822,0.00004295303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005411872,0.0003454921,0.003922302,0.01664052,0.0007946581,0.00001914495,0.006504106,0.000002291732,0.3892783,0.0975336,0.2532066,0.2312118],"study_design_scores_gemma":[0.0005350484,0.00002036519,0.00005993557,0.000225865,0.000005561764,0.00006767643,0.00008806505,0.000007883028,0.1400487,0.00003240933,0.8588051,0.0001034871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09432235,0.894356,0.001796257,0.006337403,0.0003825969,0.0007904237,0.000002469159,0.00001940103,0.001993139],"genre_scores_gemma":[0.8256498,0.1358358,0.01767675,0.01809275,0.0009124697,0.0003823444,0.0002000778,0.00004828118,0.001201749],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7585202,"threshold_uncertainty_score":0.3117671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006525124098754515,"score_gpt":0.2456722739160622,"score_spread":0.2391471498173077,"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."}}