{"id":"W4295221059","doi":"10.1016/j.jacl.2022.09.001","title":"Assessment and management of statin-associated muscle symptoms (SAMS): A clinical perspective from the National Lipid Association","year":2022,"lang":"en","type":"article","venue":"Journal of clinical lipidology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"GLS Industries (Canada)","funders":"","keywords":"Medicine; Statin; Discontinuation; Tolerability; Intensive care medicine; Physical therapy; Psychological intervention; Internal medicine; Adverse effect; Psychiatry","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":[0.01853289,0.0001142671,0.001030791,0.00006317518,0.0001456684,0.00001087212,0.0001819217,0.0001634106,0.0002208658],"category_scores_gemma":[0.002899065,0.0000797903,0.0007356061,0.0001914099,0.0001249907,0.0000523479,0.0001983103,0.0013067,0.000001972315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553316,"about_ca_system_score_gemma":0.0006770463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009011912,"about_ca_topic_score_gemma":0.00001534977,"domain_scores_codex":[0.9934248,0.002668587,0.002038202,0.0002545061,0.001408379,0.0002054667],"domain_scores_gemma":[0.9928963,0.003732502,0.002136191,0.0001972066,0.0008784299,0.0001594337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294949,0.003167489,0.892088,0.00005157775,0.009774865,0.00004279428,0.0004561431,0.00007692999,0.00002874857,0.006092211,0.02729726,0.05962901],"study_design_scores_gemma":[0.00617206,0.002674232,0.9609832,0.00005533317,0.0006771951,0.00002947984,0.001313016,0.0001529358,8.524715e-7,0.001671066,0.02620214,0.00006849363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793526,0.0005581271,0.0002555965,0.01450679,0.003340958,0.0004472093,0.00007409069,0.000009914968,0.001454737],"genre_scores_gemma":[0.9886733,0.001632218,0.001896182,0.00349922,0.00408963,0.00001627736,0.00001540143,0.00001573205,0.0001620325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06889518,"threshold_uncertainty_score":0.6423168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07177615053071422,"score_gpt":0.440544629161675,"score_spread":0.3687684786309607,"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."}}