{"id":"W4295754037","doi":"10.1097/pec.0000000000002841","title":"Consensus Minimal Dataset for Pediatric Emergency Medicine in Switzerland","year":2022,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric emergency medicine; MEDLINE; Consensus conference; Medical emergency; Intensive care; Emergency medicine; Intensive care medicine; Emergency department; Emergency physician; Psychiatry; Internal 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":[0.03407713,0.0007830081,0.0009149554,0.00999175,0.001732517,0.002156378,0.002841919,0.001527188,0.01611395],"category_scores_gemma":[0.08999756,0.0004855294,0.001451898,0.007818977,0.0009787887,0.001660407,0.005385778,0.001659175,0.003310954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006591523,"about_ca_system_score_gemma":0.02505883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696349,"about_ca_topic_score_gemma":0.01535971,"domain_scores_codex":[0.958729,0.01798914,0.009935044,0.003281995,0.008448916,0.001615847],"domain_scores_gemma":[0.8938026,0.03226597,0.01187984,0.01269337,0.04557347,0.003784672],"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":[0.001756235,0.0006400921,0.1905178,0.01677084,0.0007936538,0.001487148,0.009827178,0.01453531,0.004032026,0.04282733,0.4428644,0.2739481],"study_design_scores_gemma":[0.0006399031,0.0006817101,0.3968217,0.009853473,0.0003179025,0.0009504506,0.007224805,0.008679209,0.004001274,0.01009958,0.5604684,0.0002615071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.1603163,0.00271802,0.09331597,0.009316184,0.00108847,0.03151738,0.6543671,0.001755765,0.04560475],"genre_scores_gemma":[0.2682814,0.001035279,0.09088259,0.001650163,0.0002826517,0.06809491,0.5654477,0.0002928141,0.004032485],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03407713,"threshold_uncertainty_score":0.1802193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920113172009477,"score_gpt":0.3268932667858019,"score_spread":0.2976921350657072,"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."}}