{"id":"W1989008562","doi":"10.1186/cc6980","title":"Pro/con debate: Is the scoop and run approach the best approach to trauma services organization?","year":2008,"lang":"en","type":"review","venue":"Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"SCOOP; Medicine; Trauma center; Resuscitation; Major trauma; Medical emergency; Center (category theory); Service (business); Ambulance service; Emergency medicine; Surgery; Computer science; Retrospective cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009310278,0.000507479,0.001173714,0.00007493452,0.0006913019,0.0000776194,0.0003698624,0.0002973269,0.00004072408],"category_scores_gemma":[0.0002427086,0.000245739,0.0002499468,0.0007867144,0.0003983876,0.00005240135,0.0002095373,0.0005657934,0.00006749079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006852461,"about_ca_system_score_gemma":0.0001522343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004988459,"about_ca_topic_score_gemma":0.000008326228,"domain_scores_codex":[0.9978561,0.0001322137,0.000471001,0.0006643896,0.0004426524,0.0004336043],"domain_scores_gemma":[0.9982429,0.0001728886,0.00004580709,0.0006475353,0.0006737034,0.0002171943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000123489,0.0002719294,0.0002722535,0.1157713,0.0003974286,0.00002920721,0.02124593,3.130724e-7,2.153676e-7,0.002632991,0.007805238,0.8515608],"study_design_scores_gemma":[0.000197514,0.0001407791,0.0002786175,0.002994904,0.002483204,0.0006733061,0.02287455,0.000004606565,0.000002315131,0.00001477914,0.9699251,0.0004103413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008104381,0.966755,0.0000634625,0.001046189,0.0002217817,0.001811166,0.0001061848,0.00007061051,0.0298446],"genre_scores_gemma":[0.008965596,0.9878393,0.0003716341,0.001086431,0.000694859,0.0003612392,0.0002867307,0.0001056678,0.0002884957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9621198,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07842695662370418,"score_gpt":0.3575991709614793,"score_spread":0.2791722143377751,"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."}}