{"id":"W3205623093","doi":"10.1111/acem.14401","title":"Emergency department utilization after hospitalization discharge for acute stroke: The COMprehensive Post‐Acute Stroke Services (COMPASS) study","year":2021,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Stroke (engine); Psychological intervention; Emergency department; Transitional care; Emergency medicine; Emergency medical services; Health care; Medical emergency; Randomized controlled trial; Acute care; Intervention (counseling); Descriptive statistics; Acute stroke; Nursing; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003510589,0.000837218,0.001286187,0.001154398,0.001093013,0.001314278,0.001614962,0.001094308,0.002097382],"category_scores_gemma":[0.005150368,0.0006010319,0.001915415,0.003057135,0.0005284331,0.001163609,0.001407413,0.001638006,0.0003473468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060781,"about_ca_system_score_gemma":0.002073046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02551206,"about_ca_topic_score_gemma":0.0351624,"domain_scores_codex":[0.9977756,0.0008191052,0.0003270475,0.0004123228,0.0004362208,0.0002297291],"domain_scores_gemma":[0.9960956,0.0005298259,0.001716685,0.000383062,0.0005972242,0.0006775332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009961258,0.0009289771,0.9757307,0.0004661113,0.003477953,0.0001384932,0.0003932817,0.0002700939,0.0001606028,0.0002391008,0.004461942,0.003771628],"study_design_scores_gemma":[0.002925037,0.00160529,0.9907459,0.0002622296,0.001141858,0.000182533,0.0005714644,0.0004945128,0.0000806856,0.0001729137,0.001781563,0.00003608696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794763,0.00316112,0.0003316092,0.0004435268,0.00007572472,0.0008860943,0.01409428,0.00001463975,0.001516597],"genre_scores_gemma":[0.9775259,0.001830679,0.0004653092,0.0006827448,0.0002047315,0.001287752,0.0172623,0.00001506586,0.0007255527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02551206,"threshold_uncertainty_score":0.05072713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151862337674656,"score_gpt":0.3485540896841054,"score_spread":0.3070354663073588,"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."}}