{"id":"W3170147983","doi":"10.1097/pec.0000000000002466","title":"The Pediatric Emergency Research Network","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Intensive care; Medical emergency; Intensive care medicine; Emergency medicine","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":[0.01591431,0.001159716,0.0009728525,0.003261307,0.002242196,0.005612695,0.00370026,0.003602238,0.1962514],"category_scores_gemma":[0.04989596,0.0007208886,0.0008747369,0.002327334,0.001449237,0.003705819,0.008436108,0.005908245,0.09319428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005659007,"about_ca_system_score_gemma":0.03519709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406077,"about_ca_topic_score_gemma":0.005598076,"domain_scores_codex":[0.9802382,0.008122639,0.002114122,0.002973841,0.004826329,0.001724945],"domain_scores_gemma":[0.9220027,0.01333812,0.00693712,0.005752158,0.02769945,0.0242705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000140079,0.00005408587,0.003410698,0.0004836572,0.00002385005,0.0002973959,0.0001028986,0.00008935606,0.0001202996,0.00775984,0.8818005,0.1057173],"study_design_scores_gemma":[0.00008176821,0.00004938734,0.003067621,0.0009605123,0.0000125273,0.0004539963,0.000135858,0.0001193644,0.0001163667,0.001576772,0.9934101,0.0000157608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004478777,0.03916495,0.008401501,0.2944663,0.04158495,0.00255104,0.02156707,0.002635171,0.5851503],"genre_scores_gemma":[0.05955589,0.08549494,0.03162609,0.1201928,0.03967436,0.007806458,0.04715876,0.002523811,0.6059669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1962514,"threshold_uncertainty_score":0.6565263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0569041000199605,"score_gpt":0.3745361104197337,"score_spread":0.3176320103997732,"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."}}