{"id":"W7072674446","doi":"","title":"World Heart Federation Cholesterol Roadmap: The Portuguese case","year":2024,"lang":"en","type":"article","venue":"Repositório Comum (Repositório Científico de Acesso Aberto de Portugal)","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Referral; Atherosclerotic cardiovascular disease; Balanced scorecard; Cholesterol; Government (linguistics); Blood cholesterol; Disease; Canadian Cardiovascular Society","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003264282,0.0007505349,0.001020947,0.0005482433,0.001061526,0.0009059138,0.00038753,0.0003902324,0.0001235253],"category_scores_gemma":[0.000184075,0.0005670033,0.001103123,0.001518802,0.0001875464,0.0006121985,0.0002506458,0.001432234,0.0001453826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238337,"about_ca_system_score_gemma":0.001403376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360191,"about_ca_topic_score_gemma":0.001947867,"domain_scores_codex":[0.9935386,0.0005114326,0.001416796,0.001436281,0.001592897,0.001504024],"domain_scores_gemma":[0.9955829,0.000208709,0.0003014701,0.002446407,0.0003926209,0.001067883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001533181,0.003608144,0.1222776,0.00679811,0.0067793,0.2987778,0.01915059,0.001067716,0.1083561,0.00786919,0.09100943,0.3327728],"study_design_scores_gemma":[0.002844794,0.0007497869,0.08338594,0.001906513,0.002575214,0.4878363,0.0009253322,0.01583102,0.03725466,0.0002500689,0.3648825,0.001557864],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085423,0.05256429,0.005690587,0.01258171,0.001906544,0.003015522,0.00002499913,0.001149081,0.01452499],"genre_scores_gemma":[0.9790615,0.0007070185,0.000954808,0.004610062,0.00143376,0.0004011892,0.00009548849,0.0001960643,0.01254005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331215,"threshold_uncertainty_score":0.9996781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411165870830003,"score_gpt":0.2831607731736994,"score_spread":0.2690491144653993,"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."}}