{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006407247,0.0001288704,0.0005135677,0.0003431638,0.0002076976,0.00002456433,0.000477228,0.00008992141,0.0003701119],"category_scores_gemma":[0.0003425444,0.00008054435,0.0001080819,0.001137216,0.001567594,0.00005293352,0.0001756705,0.000468225,0.00001937837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006731427,"about_ca_system_score_gemma":0.0002581341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003357816,"about_ca_topic_score_gemma":0.0002119536,"domain_scores_codex":[0.9968119,0.0006377722,0.000510823,0.0005658792,0.001134058,0.0003395801],"domain_scores_gemma":[0.9958685,0.001332837,0.0001523333,0.002135021,0.0003412292,0.0001700903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005383311,0.01027321,0.6157897,0.0000787119,0.006364134,0.00001633582,0.001746836,0.000004321662,0.001473254,0.03218344,0.06644829,0.2602385],"study_design_scores_gemma":[0.0009946853,0.003418805,0.976944,0.0001397638,0.001707896,3.052505e-7,0.002506379,0.0095388,0.002671908,0.001001196,0.000988976,0.00008731491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558069,0.00001589053,0.0006149541,0.00316843,0.00003921766,0.001224479,0.0001292132,0.00002193869,0.03897902],"genre_scores_gemma":[0.9954962,0.00003005728,0.003907487,0.00004798259,0.0001348503,0.0000202964,0.0002438888,0.00001207941,0.0001071219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3611543,"threshold_uncertainty_score":0.5775864,"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."}}