{"id":"W2094720338","doi":"10.1097/ccm.0b013e3181d455fe","title":"A systematic review of quality indicators for evaluating pediatric trauma care","year":2010,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; University of Calgary; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; CINAHL; Data extraction; MEDLINE; Cochrane Library; Emergency medicine; Pediatrics; Psychological intervention; Randomized controlled trial; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001882208,0.0007760261,0.009470883,0.0005223609,0.0001556466,0.000005184651,0.0003700365,0.00059244,0.0002442357],"category_scores_gemma":[0.03140007,0.000485006,0.001673879,0.0009658714,0.0004922699,0.00003342564,0.00008560208,0.001006906,0.00001470793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166371,"about_ca_system_score_gemma":0.0007026982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001973799,"about_ca_topic_score_gemma":0.000008204455,"domain_scores_codex":[0.9931509,0.0005316306,0.003603974,0.0007683415,0.001363344,0.0005817585],"domain_scores_gemma":[0.992367,0.00300114,0.0007545081,0.001096957,0.002345555,0.000434824],"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":[0.000007483523,0.00002978361,0.00001215375,0.7829712,0.0001446306,0.000009760089,0.0008646376,6.986854e-10,1.679804e-7,0.0004759808,0.0004717508,0.2150125],"study_design_scores_gemma":[0.0006413431,0.001119753,0.00001848849,0.8325593,0.05665382,0.00005375122,0.004299193,8.214364e-8,7.010659e-7,0.00001680621,0.1042478,0.0003889378],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001120759,0.9877197,0.00006566964,0.0003713919,0.001477814,0.006785628,0.0003103003,0.00008408862,0.003174229],"genre_scores_gemma":[0.000337266,0.9946405,0.0005344118,0.0003808121,0.001540019,0.001725053,0.0006872717,0.0001121042,0.00004250943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2146235,"threshold_uncertainty_score":0.9997602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516004535138665,"score_gpt":0.5196325643431885,"score_spread":0.368032110829322,"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."}}