{"id":"W4386271142","doi":"10.1016/s2152-2650(23)00834-0","title":"POSTER: MM-464 LocoMMotion: A Prospective, Observational, Multinational Study of Real-Life Current Standards of Care in Patients With Relapsed/Refractory Multiple Myeloma – Final Analysis at 2-Year Follow-Up","year":2023,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Refractory (planetary science); Observational study; Medicine; Multinational corporation; Multiple myeloma; Internal medicine; Materials science; Political science; Metallurgy","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":[0.0017792,0.0005923824,0.0005418001,0.0006385348,0.001011765,0.001391309,0.0007213645,0.001123736,0.005190796],"category_scores_gemma":[0.003617591,0.0004610847,0.001125629,0.001076528,0.0005734428,0.001188998,0.001419331,0.001188676,0.001699704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008453099,"about_ca_system_score_gemma":0.001056362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007078238,"about_ca_topic_score_gemma":0.007400271,"domain_scores_codex":[0.99892,0.0005105665,0.00008777752,0.0002080887,0.0001077788,0.0001659038],"domain_scores_gemma":[0.9973099,0.0002996102,0.001069231,0.000307443,0.0003006871,0.0007131174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003391,0.0007341381,0.9917769,0.00002142378,0.0002511255,0.00005685185,0.0001295741,0.00007959716,0.0001742369,0.00002227699,0.001175956,0.002186953],"study_design_scores_gemma":[0.0005809999,0.001702314,0.9961176,0.00001765359,0.0001395493,0.00009443596,0.0004424668,0.0001499488,0.00007054482,0.00003568504,0.0006293882,0.00001954223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967424,0.00009193697,0.00006055299,0.0001894279,0.00003224156,0.0000602145,0.002323915,0.000006493696,0.0004928802],"genre_scores_gemma":[0.9936519,0.0001073787,0.0002101958,0.0002831976,0.00008034536,0.0001831973,0.004240781,0.00001032807,0.001232743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007078238,"threshold_uncertainty_score":0.01736492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589811832027855,"score_gpt":0.3656391311726682,"score_spread":0.3066579479698827,"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."}}