{"id":"W2791276463","doi":"10.1016/j.apnr.2018.03.003","title":"Clinical utility of scores on the Blaylock Risk Assessment Screen (BRASS): An analysis of administrative data","year":2018,"lang":"en","type":"article","venue":"Applied Nursing Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Canadian Hospice Palliative Care Association; University of New Brunswick","funders":"Health Canada","keywords":"Medicine; Predictive value; Risk assessment; Brass; Tertiary care; Discharge planning; Hospital discharge; Emergency medicine; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01426241,0.0004636671,0.0008922805,0.002936233,0.0005568216,0.001780934,0.001477698,0.0009355614,0.001053665],"category_scores_gemma":[0.07250968,0.0003161517,0.001866071,0.002829492,0.0007838536,0.001176321,0.001599282,0.001332979,0.0002853669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000927704,"about_ca_system_score_gemma":0.001476235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01305511,"about_ca_topic_score_gemma":0.009737934,"domain_scores_codex":[0.9798227,0.01352109,0.001752141,0.001335661,0.002998417,0.0005699497],"domain_scores_gemma":[0.9355752,0.04258383,0.01221624,0.004211202,0.004192691,0.001220746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000449702,0.00006103888,0.9964663,0.00001759706,0.000334707,0.00001397059,0.00009981886,0.0002639699,0.00003634686,0.0000911891,0.0001703195,0.001995127],"study_design_scores_gemma":[0.00004594783,0.0003260099,0.9956064,0.00002016108,0.000182769,0.00008680237,0.0003738217,0.002826511,0.00008014552,0.0001853257,0.0002522118,0.00001393632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956488,0.0003170647,0.0007261581,0.0002182737,0.00001790901,0.00004395398,0.002019672,0.0000190608,0.0009891947],"genre_scores_gemma":[0.9971565,0.00008729894,0.0006057286,0.00005117329,0.00001264998,0.00003936695,0.001915039,0.000007460791,0.0001248436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01426241,"threshold_uncertainty_score":0.07542771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3942200209111992,"score_gpt":0.5750840099885985,"score_spread":0.1808639890773994,"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."}}