{"id":"W2125805292","doi":"10.1093/jamia/ocu009","title":"Evaluating the impact of an integrated computer-based decision support with person-centered analytics for the management of asthma in primary care: a randomized controlled trial","year":2015,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Jewish General Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Medicine; Asthma; Randomized controlled trial; Intervention (counseling); Emergency department; Physical therapy; Cluster randomised controlled trial; Respiratory therapist; Decision support system; Emergency medicine; Internal medicine; Intensive care medicine; Nursing; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03435667,0.0001538123,0.001667048,0.0001624804,0.0001618379,0.00001608689,0.0005727921,0.0001035949,0.00000875522],"category_scores_gemma":[0.004353138,0.00005668975,0.0004830882,0.0005716732,0.000137765,0.0001198079,0.00004722605,0.0008205494,5.134686e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279166,"about_ca_system_score_gemma":0.006049873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004524472,"about_ca_topic_score_gemma":0.00009703103,"domain_scores_codex":[0.9910448,0.003227861,0.003146372,0.00006019099,0.002157422,0.0003633916],"domain_scores_gemma":[0.9772116,0.009343408,0.011437,0.0002766414,0.001566917,0.0001644661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.9037167,0.0003241289,0.002984184,0.0004115287,0.00172947,0.000001379096,0.01712384,0.01587125,0.000002044372,0.00002210048,0.001494538,0.05631882],"study_design_scores_gemma":[0.4877181,0.003901427,0.001412716,0.0008379967,0.0002644335,0.000002729825,0.01281329,0.4929521,6.722773e-7,0.00002015474,0.00002849609,0.00004784037],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429625,0.00005175627,0.04911009,0.001137357,0.0006117857,0.006003859,0.00001356215,0.000005188889,0.0001038743],"genre_scores_gemma":[0.9867076,0.00004998284,0.01213115,0.000657137,0.0002339401,0.0001665145,0.00001481468,0.00001621809,0.00002262799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4770809,"threshold_uncertainty_score":0.9995849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07399234536742265,"score_gpt":0.4563066977588381,"score_spread":0.3823143523914155,"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."}}