{"id":"W3024767881","doi":"10.1161/hcq.13.suppl_1.290","title":"Abstract 290: Lessons Learned From Integrated Management Program Advancing Community Treatment Of Atrial Fibrillation (IMPACT-AF): A Pragmatic Clinical Trial Of Computerized Decision Support In Primary Healthcare","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bayer (Canada); McMaster University; Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Clinical trial; Informatics; Consistency (knowledge bases); Health care; Integrated care; Clinical decision support system; Health informatics; Login; Decision support system; Medical emergency; Computer science; Nursing; Engineering; Computer security; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005634971,0.0002469253,0.002312142,0.0001602355,0.00009591395,0.00002327216,0.00007853284,0.0002724865,0.00001606311],"category_scores_gemma":[0.0008362259,0.000197297,0.001412979,0.0003899787,0.00007112109,0.000132625,0.00003830094,0.0003123033,0.000001434826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654727,"about_ca_system_score_gemma":0.0007567776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134981,"about_ca_topic_score_gemma":0.0001644137,"domain_scores_codex":[0.993217,0.002887802,0.002516319,0.0003980837,0.0007072367,0.0002735504],"domain_scores_gemma":[0.9968973,0.001169237,0.0006451573,0.0006752672,0.0002316908,0.0003813471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0072185,0.0002441131,0.2016944,0.001903377,0.001248279,0.00001098336,0.002314086,0.0005963167,0.000008878735,0.00005308173,0.000004522889,0.7847035],"study_design_scores_gemma":[0.05275349,0.001421163,0.9409066,0.0003097518,0.0002239953,0.00000346401,0.0008182785,0.001171939,0.000001900222,0.0001080178,0.002136797,0.0001446443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879391,0.0008491174,0.00357694,0.003303498,0.0002537071,0.003802384,0.0001362003,0.00006771297,0.0000713922],"genre_scores_gemma":[0.993415,0.0009064006,0.004163906,0.0002070107,0.0002331489,0.00002132707,0.001031763,0.00002038818,0.000001051018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7845588,"threshold_uncertainty_score":0.9952337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792477079605959,"score_gpt":0.4851740072814635,"score_spread":0.2059262993208676,"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."}}