{"id":"W2944770615","doi":"10.1016/j.amjmed.2019.03.052","title":"Simulation-Based Education for Physicians to Increase Oral Anticoagulants in Hospitalized Elderly Patients with Atrial Fibrillation","year":2019,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Randomized controlled trial; Atrial fibrillation; Medical prescription; Odds ratio; Confidence interval; Intervention (counseling); Emergency medicine; Geriatrics; Physical therapy; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319895,0.0004739648,0.0003219067,0.0003284646,0.0006298534,0.0008349968,0.0007306262,0.001308741,0.007386298],"category_scores_gemma":[0.01198422,0.0001904814,0.0006749382,0.0001659774,0.0002026595,0.0005710326,0.0011965,0.001656009,0.0006835756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125303,"about_ca_system_score_gemma":0.003995189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918633,"about_ca_topic_score_gemma":0.00972459,"domain_scores_codex":[0.9991749,0.0005563566,0.0000476643,0.00004765094,0.00006552466,0.0001078922],"domain_scores_gemma":[0.9952422,0.002577803,0.0002774699,0.00008915202,0.0002098545,0.001603399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.007344746,0.1039788,0.1645793,0.001129277,0.0008322587,0.002617376,0.00600985,0.1420407,0.001759391,0.004461565,0.1011076,0.4641392],"study_design_scores_gemma":[0.01911927,0.03670226,0.1817949,0.004124233,0.001205192,0.002543638,0.01083289,0.6323792,0.004809492,0.02103083,0.08499797,0.0004601088],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361453,0.001054113,0.01053471,0.02243866,0.0009948771,0.001236191,0.0003741068,0.0006080304,0.02661396],"genre_scores_gemma":[0.9810354,0.0009644281,0.01253363,0.001997543,0.0002049837,0.0006432274,0.000268449,0.00001517742,0.002337051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007386298,"threshold_uncertainty_score":0.02470964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591790989446707,"score_gpt":0.3509385320839168,"score_spread":0.3350206221894498,"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."}}