{"id":"W4385609554","doi":"10.1186/s40959-023-00183-0","title":"Screening and management of dyslipidemia in oncologic patients undergoing cardiotoxic therapies: results from an Italian survey","year":2023,"lang":"en","type":"letter","venue":"Cardio-Oncology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Dyslipidemia; Population; Medical prescription; Statin; Intensive care medicine; Internal medicine; Emergency medicine; Obesity; Pharmacology; Environmental health","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":[0.002363632,0.0002371003,0.0002786323,0.001030884,0.0002371394,0.0005648184,0.0002830302,0.0004750153,0.00125467],"category_scores_gemma":[0.005427028,0.000179587,0.0004787424,0.00144841,0.0002679277,0.0002781346,0.0006610148,0.00035394,0.000382262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995096,"about_ca_system_score_gemma":0.0007477436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009250477,"about_ca_topic_score_gemma":0.008178765,"domain_scores_codex":[0.9987823,0.0005257039,0.0001397951,0.0001609497,0.0001907583,0.0002004345],"domain_scores_gemma":[0.9957694,0.0008438734,0.001944001,0.0003643903,0.0004876869,0.0005906884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008768448,0.00005878919,0.9967721,0.00004328638,0.00002827987,0.00005215153,0.0002837016,0.00003674112,0.0001036553,0.00001173537,0.0005441206,0.001977739],"study_design_scores_gemma":[0.000007681628,0.00006317786,0.9993566,0.000009623845,0.00001168567,0.00004764015,0.0001273814,0.0000543166,0.0000131097,0.000003339754,0.0003036638,0.000001775675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9960371,0.0003356211,0.0001209715,0.0003167047,0.000009726515,0.0000970171,0.001309744,0.000007052388,0.001766246],"genre_scores_gemma":[0.9975768,0.0003440771,0.0001704048,0.0002684343,0.00002649766,0.00009131981,0.001344862,0.000004672385,0.0001729652],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009250477,"threshold_uncertainty_score":0.01839322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669856500454511,"score_gpt":0.3355043179696013,"score_spread":0.2685186679241502,"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."}}