{"id":"W4388892135","doi":"10.1093/eurheartj/ehad655.2439","title":"Development and validation of risk score for patients in primary care setting in Poland","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Valeant Pharmaceuticals International","keywords":"Medicine; Quartile; Cohort; Framingham Risk Score; Body mass index; Test (biology); Risk assessment; Test score; Receiver operating characteristic; Primary care; Cohort study; Physical therapy; Confidence interval; Family medicine; Internal medicine; Statistics; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004105227,0.0005571964,0.0008295106,0.002620924,0.000405405,0.001435009,0.0005432964,0.0005416142,0.00122305],"category_scores_gemma":[0.0137885,0.0002872802,0.001005062,0.001440887,0.0003103541,0.0005638712,0.0015052,0.00071934,0.0004355691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005762469,"about_ca_system_score_gemma":0.001247998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485578,"about_ca_topic_score_gemma":0.002219559,"domain_scores_codex":[0.9970091,0.0009494043,0.0006532841,0.0005332773,0.0006321936,0.0002227643],"domain_scores_gemma":[0.9951895,0.001509145,0.001191395,0.0004321267,0.001252096,0.0004257697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002610043,0.0001649389,0.9799244,0.00008221798,0.0001300722,0.0001456603,0.0001713648,0.0008691254,0.0002991993,0.00009109871,0.0008218204,0.01703903],"study_design_scores_gemma":[0.0001071753,0.0004993831,0.9869797,0.00008680948,0.0001260077,0.0003713897,0.0003705212,0.00935909,0.0004991649,0.0003189885,0.001263608,0.00001824371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927981,0.0001951471,0.004049403,0.0001677422,0.00002703133,0.0003369066,0.001518692,0.00005211867,0.0008549263],"genre_scores_gemma":[0.9902056,0.0001439116,0.006363083,0.00004745551,0.00002133208,0.0003297479,0.002607803,0.00001194436,0.0002690174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004105227,"threshold_uncertainty_score":0.02171075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489800188095875,"score_gpt":0.3035280983969071,"score_spread":0.2586300965159483,"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."}}