{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01505563,0.001050535,0.0038077,0.002647008,0.00200313,0.007118345,0.003497306,0.00901854,0.006858641],"category_scores_gemma":[0.03583917,0.0005799748,0.001583411,0.007201632,0.00636957,0.01375702,0.002332477,0.009016538,0.004014655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022267,"about_ca_system_score_gemma":0.0113107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003495716,"about_ca_topic_score_gemma":0.006411969,"domain_scores_codex":[0.9921014,0.00360963,0.001180826,0.0006755056,0.002102616,0.0003300901],"domain_scores_gemma":[0.981794,0.01174837,0.002329164,0.0003566186,0.00299866,0.0007732222],"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":[0.0002354902,0.00005129448,0.0004507717,0.05655903,0.0006505109,0.0003444554,0.001543587,0.0001268312,0.0002464935,0.04357015,0.4048611,0.4913603],"study_design_scores_gemma":[0.00008921665,0.0000493704,0.0006698617,0.05780107,0.00033101,0.0006797059,0.003331615,0.00003751301,0.00009203921,0.01736363,0.9195167,0.00003823462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001236702,0.9056332,0.0001584622,0.0850109,0.007345817,0.00001190738,0.00002480609,0.000007650381,0.001683657],"genre_scores_gemma":[0.003139106,0.9330822,0.0004947415,0.05587316,0.005850974,0.0000472651,0.00003904892,0.00001596126,0.001457498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01505563,"threshold_uncertainty_score":0.07962281,"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."}}