{"id":"W3158518803","doi":"10.1016/j.atherosclerosis.2021.04.013","title":"The year 2020 in Atherosclerosis","year":2021,"lang":"en","type":"editorial","venue":"Atherosclerosis","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"British Heart Foundation","keywords":"Medicine; Cardiology","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"],"consensus_categories":[],"category_scores_codex":[0.001740983,0.0005886917,0.001280876,0.00008660641,0.000330531,0.00022386,0.0004827743,0.001343781,0.0001840866],"category_scores_gemma":[0.001147471,0.0004248325,0.001029124,0.000732336,0.0001838183,0.00007303075,0.0002504651,0.001965714,0.0002477365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487218,"about_ca_system_score_gemma":0.001130791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097448,"about_ca_topic_score_gemma":0.0006618196,"domain_scores_codex":[0.9949014,0.000339354,0.0008106354,0.0009988002,0.0020307,0.0009190649],"domain_scores_gemma":[0.9963656,0.0005815536,0.0002542085,0.002130261,0.0003700879,0.000298309],"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":[0.00007156945,0.0001599864,0.001483924,0.0002185714,0.000333922,0.00001612122,0.0001660532,0.000001217627,0.0004394301,0.00003342427,0.9910683,0.0060075],"study_design_scores_gemma":[0.002388078,0.0002102741,0.01250168,0.001210099,0.0002655571,0.000003451313,0.0002423303,0.000006352997,0.0002513927,0.00002858907,0.9824651,0.0004270898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02288173,0.01053442,0.0000288795,0.002251176,0.9583514,0.00202712,0.000245077,0.0002262561,0.003453983],"genre_scores_gemma":[0.008352445,0.05463002,0.0003683484,0.0003873305,0.9278676,0.0005641438,0.0004043153,0.0003615788,0.007064212],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0440956,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077802705125662,"score_gpt":0.2566297242366631,"score_spread":0.2458516971854065,"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."}}