{"id":"W2964643676","doi":"10.1503/cjs.010718","title":"Impact of acute care surgery on timeliness of care and patient outcomes: a systematic review of the literature","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; MEDLINE; Scopus; Outcome (game theory); Service (business); Emergency medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008569481,0.001318286,0.006302966,0.01341401,0.0006711371,0.002484007,0.001569363,0.001395207,0.003495319],"category_scores_gemma":[0.0422747,0.0009208039,0.006151835,0.01676182,0.0008007277,0.001852108,0.00124609,0.0009992112,0.0002144516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005082573,"about_ca_system_score_gemma":0.019022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01906048,"about_ca_topic_score_gemma":0.0507983,"domain_scores_codex":[0.992573,0.002085014,0.00293263,0.0005665105,0.001621251,0.0002215066],"domain_scores_gemma":[0.9623364,0.02650324,0.006319747,0.0003913091,0.004055462,0.0003938273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001490113,0.00001692204,0.001601222,0.9473545,0.006405049,0.00008646671,0.0001569176,0.00009572206,0.00008932928,0.0001988625,0.001557235,0.04228875],"study_design_scores_gemma":[0.0001489392,0.0001917831,0.008989738,0.901314,0.07084812,0.0004227492,0.0003836591,0.0001085742,0.0001513715,0.0002631947,0.0171329,0.00004490869],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008024934,0.9983956,0.00005585295,0.0001568553,0.00006162684,0.0001084554,0.000248846,0.000003501576,0.0001667852],"genre_scores_gemma":[0.009863854,0.9892475,0.0002888903,0.0001972072,0.00005205897,0.0001752897,0.0001334685,0.000002418351,0.00003940579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01906048,"threshold_uncertainty_score":0.04532027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835995559688411,"score_gpt":0.3327189792171702,"score_spread":0.2843590236202861,"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."}}