{"id":"W6982364482","doi":"","title":"Improved Veteran Outcomes Diagnosed with Myocardial Infarction","year":2022,"lang":"en","type":"article","venue":"Exhibit - A Showcase of Scholarship, Creativity and Preservation Provided by Xavier University Library (Xavier University)","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myocardial infarction; Coronary artery disease; Population; Emergency department; Veterans Affairs; Rehabilitation; Protocol (science); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002199567,0.0001287722,0.000169122,0.000691445,0.0008720156,0.001647876,0.0004091595,0.0001841749,0.009177662],"category_scores_gemma":[0.007903664,0.00005979776,0.0001886638,0.001002108,0.0002050061,0.0007702443,0.001486118,0.0007303394,0.0009885182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002791298,"about_ca_system_score_gemma":0.003426279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03466897,"about_ca_topic_score_gemma":0.1005152,"domain_scores_codex":[0.9989794,0.0003219109,0.00008414599,0.0001134791,0.0002559631,0.0002450948],"domain_scores_gemma":[0.9971234,0.0002292989,0.0007034877,0.000151022,0.001147139,0.0006456723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009803493,0.0004452653,0.7523664,0.0001562797,0.00007077721,0.0001220587,0.001480294,0.0002119413,0.000172995,0.001248465,0.06287996,0.1807476],"study_design_scores_gemma":[0.00001896138,0.0001956225,0.9646943,0.0002942511,0.00004366884,0.0001368609,0.003646148,0.0002910774,0.0001991445,0.0008161219,0.02965154,0.0000124072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881891,0.003091123,0.0008438523,0.02329053,0.0004420507,0.000133111,0.00737703,0.0001392963,0.07649388],"genre_scores_gemma":[0.9843383,0.001755093,0.001070069,0.001797663,0.0002086757,0.00006283815,0.004408114,0.00002077327,0.006338532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03466897,"threshold_uncertainty_score":0.06893438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805027576905771,"score_gpt":0.2301362575907513,"score_spread":0.2120859818216936,"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."}}