{"id":"W4402025887","doi":"10.1016/j.atherosclerosis.2024.118571","title":"Correspondence on: “Subclinical atherosclerosis: More data – More insights into prevention”","year":2024,"lang":"en","type":"letter","venue":"Atherosclerosis","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Subclinical infection; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008296358,0.00106256,0.001672052,0.0004697671,0.0003050835,0.000244674,0.001288997,0.00199454,0.0006754926],"category_scores_gemma":[0.0006750841,0.000927289,0.001802536,0.0007821182,0.0003984543,0.000319678,0.0008995204,0.003712233,0.00357549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405151,"about_ca_system_score_gemma":0.001021803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556118,"about_ca_topic_score_gemma":0.00002052276,"domain_scores_codex":[0.9921817,0.0004707113,0.001387598,0.002736115,0.002250789,0.0009730831],"domain_scores_gemma":[0.9926409,0.0004860999,0.0004069718,0.005592104,0.0002416908,0.0006323065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003365579,0.0004076053,0.0004145543,0.001964331,0.0009864382,0.0002207394,0.0004271276,0.000003726835,0.000253673,0.00002197143,0.9900228,0.004940518],"study_design_scores_gemma":[0.002826049,0.0004756723,0.02085824,0.007663759,0.003578404,0.00005008079,0.0001131029,0.0004836669,0.00007523424,0.0005243238,0.9623317,0.001019734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1061628,0.01915375,0.0008980057,0.8565328,0.008111943,0.005092557,0.0009967857,0.001618565,0.001432833],"genre_scores_gemma":[0.03732315,0.006177024,0.001221939,0.9056277,0.01464852,0.0009371112,0.01173044,0.0007886495,0.02154547],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06883966,"threshold_uncertainty_score":0.9993178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09089097951828003,"score_gpt":0.3699502449248276,"score_spread":0.2790592654065476,"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."}}