{"id":"W2964295467","doi":"10.1001/jamacardio.2019.2433","title":"Addressing the Cardiovascular Disease Burden in China—Is It Possible Without Surgery?","year":2019,"lang":"en","type":"letter","venue":"JAMA Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; MEDLINE; Psychiatry","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":["research_integrity"],"category_scores_codex":[0.002585625,0.0009812571,0.004619548,0.0006545566,0.0001512934,0.0001406743,0.0008123638,0.002254357,0.0002044671],"category_scores_gemma":[0.001298764,0.0007324811,0.006756243,0.0005843248,0.0005356723,0.0001647606,0.0005673598,0.005200315,0.0005604347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807301,"about_ca_system_score_gemma":0.0008899256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003914773,"about_ca_topic_score_gemma":0.000003001622,"domain_scores_codex":[0.992103,0.00202604,0.0009894419,0.001807103,0.001653366,0.001421063],"domain_scores_gemma":[0.9925815,0.0007723324,0.0002644213,0.005938073,0.0002566448,0.0001870688],"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":[0.0001558012,0.00001084134,0.02085934,0.001345049,0.008525701,0.02486902,0.000460819,0.001009339,0.000003888684,0.000002765386,0.9326438,0.01011369],"study_design_scores_gemma":[0.001732556,0.00003688293,0.02186047,0.002483566,0.004455442,0.00455231,0.00006291544,0.00009829571,0.00001172182,0.00007844451,0.9638447,0.0007827267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01504872,0.1493398,0.0003284963,0.794446,0.006232895,0.003930926,0.0002916064,0.0002587734,0.03012283],"genre_scores_gemma":[0.2052642,0.01139889,0.0002179606,0.6953816,0.06253129,0.001035443,0.00245941,0.0008628803,0.02084825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1902155,"threshold_uncertainty_score":0.9995126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05610278451151519,"score_gpt":0.3031813071258925,"score_spread":0.2470785226143773,"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."}}