{"id":"W3188770128","doi":"10.1186/s13063-021-05488-y","title":"Lessons learned from Integrated Management Program Advancing Community Treatment of Atrial Fibrillation (IMPACT-AF): a pragmatic clinical trial of computerized decision support in primary care","year":2021,"lang":"en","type":"letter","venue":"Trials","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"IWK Foundation; St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; Impact; Nova Scotia Health Authority; Bayer (Canada); Dalhousie University","funders":"Bayer Canada; Department of Health, Western Cape Government; Dalhousie University; Nova Scotia Department of Health and Wellness","keywords":"Medicine; Guideline; Login; Cluster randomised controlled trial; Integrated care; Medical prescription; Nova scotia; Medical emergency; Clinical trial; Randomized controlled trial; Health care; Nursing; Psychological intervention; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04758735,0.001031134,0.002174834,0.0006185698,0.001127542,0.002350677,0.00147992,0.00290372,0.004251023],"category_scores_gemma":[0.08643427,0.0004072127,0.002763736,0.0008098527,0.001934617,0.002206232,0.00186414,0.003060225,0.0002443695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004194095,"about_ca_system_score_gemma":0.01177777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007313305,"about_ca_topic_score_gemma":0.01314559,"domain_scores_codex":[0.9362786,0.05692331,0.002634043,0.0009431117,0.001974147,0.001246801],"domain_scores_gemma":[0.9540255,0.03452069,0.0035506,0.001717626,0.002239808,0.00394581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5006842,0.04604066,0.007891491,0.02519548,0.006831556,0.0009847482,0.004149266,0.00768225,0.001841896,0.008917913,0.01392548,0.3758551],"study_design_scores_gemma":[0.7118185,0.2333329,0.01051032,0.007710973,0.004617588,0.0002102838,0.00141639,0.00622901,0.0009576349,0.007366973,0.01564253,0.0001869406],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964798,0.01701779,0.0080299,0.05720171,0.003076809,0.1052929,0.001410415,0.0002267873,0.01126393],"genre_scores_gemma":[0.8747435,0.004655444,0.03390499,0.01005447,0.001444217,0.07341707,0.000455258,0.00003818323,0.001286743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04758735,"threshold_uncertainty_score":0.251669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3952409732463322,"score_gpt":0.5811860907585881,"score_spread":0.1859451175122558,"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."}}