{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283413,0.0001560241,0.0007400349,0.0002749518,0.00007902331,0.00002887074,0.0001692782,0.00006278254,0.00007267811],"category_scores_gemma":[0.001222119,0.00009396017,0.0002166082,0.0005382017,0.00008686355,0.0000518567,0.0002835839,0.0002448254,0.00001970794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003804052,"about_ca_system_score_gemma":0.00005994407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507653,"about_ca_topic_score_gemma":0.001395641,"domain_scores_codex":[0.9981371,0.0003101829,0.0007055089,0.0003178924,0.0002685177,0.0002608536],"domain_scores_gemma":[0.9984547,0.0006299079,0.0001491494,0.0005428997,0.00008154656,0.000141797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001975067,0.003401269,0.9882756,0.00001639693,0.002973504,0.00001838448,0.0005461937,0.000002913325,0.0007047633,0.000003131937,0.000009154473,0.002073569],"study_design_scores_gemma":[0.04688292,0.001356124,0.9495063,0.00003874632,0.001103754,0.000002397,0.0005933487,0.0003310246,0.000100674,0.000006889802,0.000002737734,0.00007509721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964843,0.0001040657,0.000004844587,0.0002523492,0.0000506204,0.003014819,0.000009667251,0.00001401494,0.0000653084],"genre_scores_gemma":[0.9989181,0.000007474127,0.0006189371,0.00003764748,0.00002588012,0.0002588673,0.000007955733,0.00001444492,0.0001106824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04490785,"threshold_uncertainty_score":0.3831584,"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."}}