{"id":"W4210632919","doi":"10.1016/s2352-3026(21)00283-0","title":"Consensus guidelines and recommendations for infection prevention in multiple myeloma: a report from the International Myeloma Working Group","year":2022,"lang":"en","type":"review","venue":"The Lancet Haematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Multiple myeloma; Intensive care medicine; Context (archaeology); Vaccination; Disease; Immunology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001175442,0.0002557464,0.001432337,0.0001545739,0.0002676166,0.00003957375,0.0002392881,0.0001629222,0.000171622],"category_scores_gemma":[0.002631273,0.00014846,0.0002371036,0.0002182707,0.0001166879,0.00002783081,0.0002557865,0.0005204139,0.000009063609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884978,"about_ca_system_score_gemma":0.0001883622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005689927,"about_ca_topic_score_gemma":0.00186942,"domain_scores_codex":[0.9976723,0.0004853621,0.0008561758,0.0004486177,0.0002199438,0.0003176267],"domain_scores_gemma":[0.9957097,0.003112772,0.0005177567,0.0005304497,0.00007827322,0.00005102781],"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":[0.0002535941,0.0001237672,0.01261484,0.0008994149,0.0006525724,0.0005417993,0.00008501957,6.21205e-7,9.262366e-7,0.000382718,0.01637711,0.9680676],"study_design_scores_gemma":[0.002093728,0.00006568331,0.002509698,0.002057421,0.0004373215,0.005335067,0.00005446137,0.0002572261,5.284646e-7,0.0007861315,0.9862812,0.0001214928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003605119,0.9691567,0.0002946465,0.02027979,0.001307664,0.004538903,0.0002792235,0.00009303721,0.0004448932],"genre_scores_gemma":[0.001497995,0.9883793,0.002567446,0.0002904057,0.000609828,0.002408807,0.003916624,0.00004345016,0.0002861588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699041,"threshold_uncertainty_score":0.6054025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3324250255532474,"score_gpt":0.4573745968176406,"score_spread":0.1249495712643932,"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."}}