{"id":"W1993614004","doi":"10.1097/pec.0b013e3181e5bec1","title":"Pediatric Emergency Research Networks","year":2010,"lang":"en","type":"review","venue":"Pediatric Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Izaak Walton Killam Health Centre; University of Alberta; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Medicine; Pediatric emergency medicine; Medical emergency; Protocol (science); Emergency department; Quality (philosophy); Best practice; Medical education; Alternative medicine; Nursing; Emergency physician; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01476522,0.001118309,0.0006477081,0.002617826,0.003239438,0.004323157,0.003546433,0.003616242,0.2703698],"category_scores_gemma":[0.03209686,0.0008076294,0.0008267455,0.002703644,0.0008773956,0.003776777,0.01071611,0.004535802,0.08732732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005199437,"about_ca_system_score_gemma":0.02799926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935301,"about_ca_topic_score_gemma":0.005618425,"domain_scores_codex":[0.9839056,0.007304652,0.001501394,0.002034158,0.003080025,0.00217404],"domain_scores_gemma":[0.9452506,0.007709312,0.005062146,0.003641302,0.01666631,0.02167035],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002238121,0.0001349387,0.004850819,0.000648147,0.00002840297,0.0004848627,0.0003219057,0.0001679245,0.0002471877,0.01054799,0.8557308,0.1266131],"study_design_scores_gemma":[0.00006457011,0.00006173546,0.002691601,0.0004372569,0.000009627513,0.0004354816,0.000329781,0.0001180245,0.0001313041,0.001239083,0.9944704,0.0000112727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0100531,0.02904225,0.0161332,0.1972076,0.03646441,0.004171463,0.01742068,0.003016883,0.6864905],"genre_scores_gemma":[0.08350224,0.04604565,0.05043935,0.07546581,0.02595002,0.009733229,0.03323326,0.001876177,0.6737542],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9852348,"threshold_uncertainty_score":0.9044772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219955865408625,"score_gpt":0.4445389800375028,"score_spread":0.3225433934966402,"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."}}