{"id":"W4210738545","doi":"10.1093/eurheartj/ehac029","title":"A polypill for cardiovascular disease prevention with a focus on non-alcohol steatohepatitis","year":2022,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Wellcome Trust","keywords":"Medicine; Polypill; Steatohepatitis; Disease; Alcohol; Disease prevention; Pharmacology; Fatty liver; Internal medicine; Environmental health; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005838525,0.0005629639,0.0009642274,0.0006433339,0.002745688,0.002429152,0.001314922,0.0405916,0.01781375],"category_scores_gemma":[0.0422788,0.0004800727,0.001266499,0.0005677255,0.001741217,0.002972527,0.001288217,0.02440029,0.008478494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003732591,"about_ca_system_score_gemma":0.00894877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555671,"about_ca_topic_score_gemma":0.02810083,"domain_scores_codex":[0.9953349,0.001883177,0.0005494772,0.0003293508,0.001415173,0.0004879392],"domain_scores_gemma":[0.9711778,0.0179119,0.001113956,0.0004551477,0.004132203,0.005209004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001739924,0.0001121113,0.0009417665,0.00009144635,0.00001575795,0.0009098834,0.0000548467,0.00004590534,0.0001524583,0.001818028,0.9771713,0.01851248],"study_design_scores_gemma":[0.0008579376,0.0003555154,0.0069307,0.001795213,0.0001016915,0.002294695,0.0003469354,0.0006826211,0.0003432107,0.006283127,0.9799274,0.00008083556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000441585,0.001701061,0.00004853587,0.9823855,0.009767783,0.00001274237,0.00008064952,0.00001877832,0.005543502],"genre_scores_gemma":[0.003874137,0.001234755,0.0002518694,0.971396,0.01588732,0.00004611378,0.00005005747,0.00001563057,0.007244101],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0405916,"threshold_uncertainty_score":0.0595929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891708161658911,"score_gpt":0.314598230839035,"score_spread":0.2356811492224459,"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."}}