{"id":"W3182815970","doi":"10.1111/acem.14310","title":"GRACE‐recurrent low‐risk chest pain: A user's guide","year":2021,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Guideline; Cardiopulmonary resuscitation; Specialty; Emergency department; Chest pain; Medical emergency; Resuscitation; Clinical Practice; Emergency medical services; Medical education; Family medicine; Emergency medicine; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003611774,0.001669539,0.002968035,0.005046235,0.0009442213,0.004791259,0.002674316,0.004966944,0.2552289],"category_scores_gemma":[0.02886509,0.001032604,0.001773376,0.003746111,0.0007958983,0.00539503,0.0030076,0.005209578,0.2341117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024961,"about_ca_system_score_gemma":0.004191636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838038,"about_ca_topic_score_gemma":0.007917667,"domain_scores_codex":[0.9973923,0.0006442888,0.0006999754,0.0002231009,0.0008839055,0.0001563879],"domain_scores_gemma":[0.9822186,0.00715191,0.001000992,0.0008641432,0.00626851,0.00249589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001973272,0.00002660338,0.0001109402,0.0002424668,0.000002497787,0.00006885378,0.00002851691,0.00002945178,0.00004166359,0.0002295354,0.9528148,0.04638485],"study_design_scores_gemma":[0.00006017071,0.00004570305,0.0008964628,0.001020657,0.00000823661,0.0005424775,0.00007307898,0.0001297566,0.0000519506,0.001485103,0.9956549,0.00003138807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002087533,0.04584224,0.0370884,0.1902156,0.05573369,0.009939928,0.08817849,0.04803792,0.5228761],"genre_scores_gemma":[0.007553333,0.06927547,0.09480978,0.2159057,0.0489247,0.01410377,0.05205814,0.01649546,0.4808736],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2552289,"threshold_uncertainty_score":0.8538259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180972653375649,"score_gpt":0.4813374113101178,"score_spread":0.263240145972553,"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."}}