{"id":"W4392388763","doi":"10.1182/blood.2024023880","title":"Smoldering multiple myeloma: taking the narrow over the wide path?","year":2024,"lang":"en","type":"review","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple myeloma; Path (computing); Lenalidomide; Medicine; Daratumumab; Internal medicine; Computer science","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":[0.00082408,0.000610941,0.001394875,0.001651561,0.0002907321,0.001265052,0.0008686346,0.001483167,0.004530552],"category_scores_gemma":[0.00154999,0.000186131,0.0006140668,0.001591813,0.000445564,0.001589987,0.0006548552,0.002591587,0.002042702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006599287,"about_ca_system_score_gemma":0.00134038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305153,"about_ca_topic_score_gemma":0.002230596,"domain_scores_codex":[0.9997635,0.00006359685,0.00003230372,0.00003629345,0.00008113404,0.0000231249],"domain_scores_gemma":[0.9994413,0.0002776511,0.0000669085,0.00001629027,0.0001602167,0.00003750786],"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":[0.0001290608,0.00005617768,0.0001587127,0.02226812,0.0001736953,0.0001198926,0.0000695219,0.0002001741,0.0006978431,0.005959499,0.06558991,0.9045774],"study_design_scores_gemma":[0.00003443072,0.00008459071,0.0006185145,0.01349968,0.0002327116,0.0008679022,0.00009093425,0.00008056575,0.0001909913,0.00392966,0.980352,0.00001817475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004417139,0.9982556,0.00005160102,0.0008805112,0.0002701886,0.000002037651,0.00001188801,0.000005747977,0.0004783736],"genre_scores_gemma":[0.0005141602,0.9979651,0.000114963,0.0006726095,0.0002631794,0.000004590336,0.00001900581,0.000001883532,0.0004444009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004530552,"threshold_uncertainty_score":0.01515621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0685273946874271,"score_gpt":0.3570695222040692,"score_spread":0.2885421275166421,"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."}}