{"id":"W2900259824","doi":"10.1111/acem.13656","title":"Pediatric Emergency Care Research Networks: A Research Agenda","year":2018,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Delphi method; Pediatric emergency medicine; Medical emergency; Collaborative network; Emergency department; Nursing; Knowledge management","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005972644,0.0005728808,0.0009183876,0.001652594,0.001570467,0.000001478796,0.0009330376,0.0007259633,0.01763787],"category_scores_gemma":[0.004008637,0.0004546219,0.0002772622,0.007102362,0.001326064,0.0002033797,0.0005668586,0.004498906,0.001349571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374438,"about_ca_system_score_gemma":0.0003588374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008479911,"about_ca_topic_score_gemma":0.0002528963,"domain_scores_codex":[0.9896275,0.0007679026,0.002197334,0.00141994,0.003405316,0.002582015],"domain_scores_gemma":[0.9919295,0.0002603791,0.000228086,0.0012995,0.0054531,0.0008294042],"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":[0.0001891467,0.0000652934,0.2701955,0.0004158594,0.0001248414,0.00003961808,0.01151802,0.000001578598,0.001110053,0.000580111,0.7128056,0.002954445],"study_design_scores_gemma":[0.002642748,0.005231568,0.3362249,0.0004954926,0.0006423364,0.00007450518,0.03312708,0.0001792753,0.0003465737,0.002421532,0.6176207,0.0009932818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5809935,0.1873184,0.0001415833,0.005042345,0.01286468,0.001646468,0.00001448573,0.0003758059,0.2116028],"genre_scores_gemma":[0.7823595,0.1801096,0.00005677762,0.0001220802,0.02782775,0.0002143373,0.00006532751,0.0001195994,0.009125008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024778,"threshold_uncertainty_score":0.9997905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3154654586223603,"score_gpt":0.5286293983788256,"score_spread":0.2131639397564654,"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."}}