{"id":"W2592323978","doi":"10.1111/acem.13183","title":"Identifying Low‐risk Patients for Early Discharge From Emergency Department Without Using Subjective Descriptions of Chest Pain: Insights From Providing Rapid Out of Hospital Acute Cardiovascular Treatment (<scp>PROACT</scp>) 3 and 4 Trials","year":2017,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Alere; Alberta Health Services; Heart and Stroke Foundation of Canada","keywords":"Medicine; Emergency department; Chest pain; Mace; Acute coronary syndrome; Troponin; Emergency medicine; Medical diagnosis; Physical therapy; Internal medicine; Myocardial infarction; Radiology; Percutaneous coronary intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01601079,0.0008285658,0.002156044,0.0004175555,0.0002508764,0.001421009,0.000649597,0.0007594006,0.001591913],"category_scores_gemma":[0.01987557,0.0003051522,0.004158259,0.0006063207,0.0005398261,0.0006860011,0.000916215,0.001125055,0.0001814198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004354566,"about_ca_system_score_gemma":0.001153809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004567868,"about_ca_topic_score_gemma":0.0009175054,"domain_scores_codex":[0.9901947,0.007524222,0.001016361,0.0005393304,0.0005357083,0.0001897483],"domain_scores_gemma":[0.9859914,0.00768523,0.00356323,0.001146761,0.001006009,0.0006074075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7220722,0.002073194,0.1136995,0.006174055,0.05200538,0.000160452,0.0001824101,0.003590903,0.001890655,0.0006420448,0.001804025,0.09570505],"study_design_scores_gemma":[0.4453119,0.1336703,0.2847462,0.002390764,0.1122891,0.000730274,0.0002445987,0.006241774,0.00190135,0.003083352,0.009229983,0.0001603911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643891,0.02633894,0.002246952,0.001018796,0.0002343256,0.002602371,0.001311255,0.00002528121,0.001832911],"genre_scores_gemma":[0.9871892,0.004990394,0.003556668,0.0006210523,0.0002507542,0.001594169,0.001553214,0.000009304927,0.0002351875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601079,"threshold_uncertainty_score":0.08467418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120361951217789,"score_gpt":0.378974325643819,"score_spread":0.25861237442603,"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."}}