{"id":"W2001438530","doi":"10.1186/1471-2318-10-38","title":"A team-based approach to warfarin management in long term care: A feasibility study of the MEDeINR electronic decision support system","year":2010,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Warfarin; Dosing; Audit; Long-term care; Emergency medicine; Adverse effect; Medical emergency; Nursing; Internal medicine; Atrial fibrillation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00545329,0.0003336938,0.0007146584,0.0004490435,0.000474431,0.00001698929,0.001040467,0.0003637854,0.00002645601],"category_scores_gemma":[0.0003524707,0.0002459571,0.000138719,0.00185187,0.0000263381,0.00006471564,0.0004267743,0.001608723,0.00005618176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720712,"about_ca_system_score_gemma":0.003052873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873915,"about_ca_topic_score_gemma":0.03788948,"domain_scores_codex":[0.993176,0.001711115,0.001824209,0.0008578058,0.0009658192,0.00146508],"domain_scores_gemma":[0.9962251,0.0005840425,0.000627763,0.002028458,0.0002723954,0.0002622535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004025017,0.001248397,0.9830384,0.005560608,0.00002343534,0.000003471039,0.005289084,0.0001996279,0.00006520184,0.0009085852,0.0003940421,0.002866667],"study_design_scores_gemma":[0.006309343,0.000770208,0.9740044,0.0002534412,0.000101965,0.000005231158,0.0162364,0.0008648359,0.0000276991,0.00003577391,0.001017214,0.0003734648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730505,0.0001010286,0.004896168,0.00003698192,0.001724728,0.0155724,0.00001077455,0.0001132483,0.004494225],"genre_scores_gemma":[0.9957978,0.000004371198,0.001764505,0.00008788663,0.0001913999,0.001813458,0.00001099633,0.0000613607,0.0002682547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03601557,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275259693594851,"score_gpt":0.3906666209490837,"score_spread":0.3479140240131351,"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."}}