{"id":"W2468676672","doi":"10.1182/blood.v122.21.532.532","title":"Interim Analysis Of The Mmrf Commpass Trial, a Longitudinal Study In Multiple Myeloma Relating Clinical Outcomes To Genomic and Immunophenotypic Profiles","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Multiple myeloma; Interim analysis; Exome; Oncology; Internal medicine; Bioinformatics; Exome sequencing; Genetics; Biology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007390711,0.0006834291,0.002144737,0.0002806982,0.0005096999,0.001459499,0.0004458876,0.0007275663,0.006425913],"category_scores_gemma":[0.006222917,0.0002411951,0.002131107,0.000469215,0.000254475,0.001040846,0.0005460539,0.002125337,0.0006813909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645406,"about_ca_system_score_gemma":0.001050065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006858723,"about_ca_topic_score_gemma":0.001454034,"domain_scores_codex":[0.9981894,0.000964963,0.00008221003,0.0002673959,0.0002311862,0.0002648549],"domain_scores_gemma":[0.9964134,0.001169893,0.0007558674,0.0008409503,0.0003332765,0.0004866922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7538446,0.001912594,0.08932605,0.001938862,0.01838679,0.0004436903,0.0001835396,0.003877291,0.005138146,0.003177797,0.06019476,0.06157592],"study_design_scores_gemma":[0.1995313,0.1284289,0.5484395,0.0006224951,0.03754975,0.0009175325,0.0003801446,0.01186679,0.005909545,0.01477392,0.05134755,0.0002326223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205345,0.01321557,0.00694714,0.002618476,0.001002005,0.001689561,0.03912365,0.0004638846,0.01440521],"genre_scores_gemma":[0.9559338,0.001231174,0.002917138,0.001498204,0.0005022177,0.002741869,0.02714952,0.0001179086,0.00790809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007390711,"threshold_uncertainty_score":0.03908628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027411734641416,"score_gpt":0.3879965017064567,"score_spread":0.2852553282423151,"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."}}