{"id":"W7131287839","doi":"10.31579/2692-9759/153","title":"Cardiovascular Risk Factors","year":2025,"lang":"","type":"article","venue":"Cardiology Research and Reports","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Risk factor; Diabetes mellitus; Disease; Type 2 diabetes; Blood pressure; Coronary artery disease; Cardiorespiratory fitness; Economic shortage; Heart 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":[0.0008979158,0.001072338,0.001734151,0.00195967,0.001483529,0.001407025,0.0009404303,0.001323324,0.05548007],"category_scores_gemma":[0.005951063,0.0002568122,0.001168008,0.003177627,0.0003021268,0.0007716869,0.0009279122,0.002596406,0.01527928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009139481,"about_ca_system_score_gemma":0.001982587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010837,"about_ca_topic_score_gemma":0.008948161,"domain_scores_codex":[0.9976442,0.0003837023,0.0002976081,0.0004367515,0.0009302546,0.0003074209],"domain_scores_gemma":[0.9977998,0.0003247444,0.0004564364,0.0001969351,0.0009905748,0.0002314497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001261829,0.00167336,0.2168954,0.006625928,0.001270136,0.001328562,0.0007091882,0.0007252491,0.001731713,0.00786908,0.3912357,0.3686738],"study_design_scores_gemma":[0.000301186,0.0006276876,0.3714122,0.005379716,0.001115577,0.005753044,0.0007306042,0.001057942,0.0006331879,0.009940803,0.6027756,0.000272438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08404832,0.1301151,0.01334967,0.01362806,0.005110006,0.005319894,0.1917271,0.002197642,0.5545041],"genre_scores_gemma":[0.48648,0.1009516,0.02882209,0.01714823,0.005181194,0.008181646,0.1370325,0.0004664412,0.2157363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05548007,"threshold_uncertainty_score":0.1855993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884568375227668,"score_gpt":0.3331486550455794,"score_spread":0.2943029712933027,"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."}}