{"id":"W2958027909","doi":"10.1159/000500976","title":"The Human Microbiota in Multiple Myeloma and Proteasome Inhibitors","year":2019,"lang":"en","type":"review","venue":"Acta Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ontario Clinical Oncology Group","funders":"","keywords":"Multiple myeloma; Gastrointestinal tract; Gut flora; Immunology; Proteasome inhibitor; Biology; Proteasome; Disease; Cancer; Medicine; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000340315,0.0005158012,0.002114826,0.0002290288,0.0002755029,0.00008657963,0.0003161696,0.0004890871,0.00004103439],"category_scores_gemma":[0.0005666265,0.0002588671,0.0003276196,0.0003025754,0.0002805767,0.00005561409,0.0003405508,0.000799022,0.0002195614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543707,"about_ca_system_score_gemma":0.0002110939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007384994,"about_ca_topic_score_gemma":0.00008162619,"domain_scores_codex":[0.9973983,0.000297717,0.0006874587,0.0006590193,0.000277589,0.0006799873],"domain_scores_gemma":[0.9979236,0.000750571,0.000287534,0.0007829614,0.00004783516,0.0002075071],"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":[0.0001041317,0.0004036227,0.008096012,0.02502851,0.000562032,0.00153495,0.00006220565,6.146543e-9,0.00007942269,0.0001639507,0.002498897,0.9614663],"study_design_scores_gemma":[0.001574374,0.0002780757,0.002973748,0.009900508,0.0002677088,0.001217574,0.00002797783,0.000002754469,0.00002222332,0.00002673838,0.9834098,0.0002984978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01177184,0.9816198,8.968198e-8,0.0002798995,0.00008685343,0.005428401,0.00003382943,0.00005557174,0.0007237123],"genre_scores_gemma":[0.0203319,0.9773341,0.00009502687,0.00002685725,0.00006022364,0.0006262933,0.0001692169,0.00005533039,0.001301012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9809109,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09614967771470653,"score_gpt":0.3675138714559886,"score_spread":0.2713641937412821,"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."}}