{"id":"W4389247396","doi":"10.1182/blood-2023-189229","title":"Real-World Treatment Patterns and Clinical Outcomes Among Triple-Class Exposed and B-Cell Maturation Antigen (BCMA) Exposed Multiple Myeloma Patients","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005074223,0.0001506922,0.0002733993,0.0005789152,0.0003979812,0.0007213401,0.0002550799,0.0003653021,0.001483504],"category_scores_gemma":[0.001897332,0.0001041436,0.0003476486,0.001045967,0.0002674624,0.0006076324,0.0006164003,0.0005307688,0.0002874457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005388462,"about_ca_system_score_gemma":0.0003911759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607971,"about_ca_topic_score_gemma":0.00310526,"domain_scores_codex":[0.9994091,0.0001204187,0.0001038612,0.0001613384,0.00007589113,0.0001293768],"domain_scores_gemma":[0.9979296,0.0001589218,0.001287844,0.0000569631,0.0001589342,0.0004076985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000198627,0.00002900431,0.997427,0.00001371812,0.00002984779,0.00007866824,0.00007148753,0.00007969277,0.00007594329,0.00001902704,0.0001968268,0.001780228],"study_design_scores_gemma":[0.00000975888,0.0002173745,0.9979951,0.0000153522,0.00002384599,0.0005210169,0.0003424314,0.0002306255,0.00006135851,0.00004697284,0.0005280496,0.000008254907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997588,0.000346119,0.00006288673,0.00009562232,0.000005798965,0.00001238011,0.001336763,0.000004276125,0.0005480152],"genre_scores_gemma":[0.9986269,0.000118076,0.00005710482,0.00004572325,0.000009524688,0.00001263531,0.001025227,0.000001627117,0.0001031487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607971,"threshold_uncertainty_score":0.005185544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818474863862107,"score_gpt":0.3269295679326484,"score_spread":0.2787448192940274,"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."}}