{"id":"W4415267843","doi":"10.33393/grhta.2025.3503","title":"Estimation of patients potentially eligible for icosapent ethyl therapy in Italy through a review of literature data","year":2025,"lang":"it","type":"review","venue":"Global & Regional Health Technology Assessment","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Hypertriglyceridemia; Reimbursement; Medical prescription; Residual risk; Estimation; Triglyceride; Primary care; Clinical Practice","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":[0.006876258,0.001178653,0.003228787,0.02877045,0.0004238347,0.002771925,0.00129294,0.001455823,0.004909129],"category_scores_gemma":[0.02375121,0.0007258432,0.005222352,0.01893815,0.0006372675,0.002166855,0.001177397,0.0006765794,0.0003988504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859288,"about_ca_system_score_gemma":0.006061147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793078,"about_ca_topic_score_gemma":0.007667677,"domain_scores_codex":[0.9944194,0.001286241,0.00234359,0.0005051397,0.001228531,0.0002169742],"domain_scores_gemma":[0.9724051,0.01814514,0.007006936,0.0002639754,0.001943905,0.0002350494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004872936,0.00007556011,0.02389386,0.7139658,0.006376425,0.001642701,0.0007231368,0.0004876701,0.0003793009,0.001072525,0.006512192,0.2443835],"study_design_scores_gemma":[0.0002004887,0.0003741466,0.06488754,0.8137954,0.04676788,0.004453845,0.001606622,0.0006463546,0.0004279765,0.001163556,0.0655822,0.00009388421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008086534,0.9868794,0.0003878306,0.001055856,0.0001163431,0.0003342298,0.001313245,0.00001554488,0.001810983],"genre_scores_gemma":[0.05183072,0.9439346,0.001397236,0.000894496,0.0002207941,0.0005263927,0.001004388,0.000006010834,0.0001853141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02877045,"threshold_uncertainty_score":0.03636557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05366643371167479,"score_gpt":0.4474086683705294,"score_spread":0.3937422346588546,"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."}}