{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000560013,0.0005155718,0.0008301555,0.0007684379,0.000596318,0.000002385141,0.0003905003,0.0001250827,0.008585689],"category_scores_gemma":[0.0007451111,0.0004867742,0.0003267649,0.002093458,0.00005003725,0.00007014451,0.0003460696,0.0005596732,0.00003055792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909581,"about_ca_system_score_gemma":0.0002628655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003327606,"about_ca_topic_score_gemma":0.0002270161,"domain_scores_codex":[0.9956014,0.0001344924,0.001577889,0.0009570293,0.0008420949,0.0008870907],"domain_scores_gemma":[0.9980885,0.0001336189,0.0003857424,0.0006595952,0.000452955,0.0002795839],"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":[0.0002247888,0.0001403432,0.434165,0.0007609805,0.00004639573,0.00005951416,0.001689385,0.00002038899,0.0000468483,0.00004572916,0.5626669,0.0001337602],"study_design_scores_gemma":[0.01293336,0.005901044,0.2882306,0.00002401768,0.005197312,0.0001359407,0.03731348,0.0001655468,0.00004266202,0.0008674312,0.6465545,0.002634177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057199,0.1576541,0.00002859169,0.002672447,0.01192053,0.002541245,0.01283925,0.0001583044,0.006465695],"genre_scores_gemma":[0.920279,0.05440095,0.0003084825,0.0002554182,0.008281991,0.001460859,0.012629,0.0001496091,0.002234684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1459344,"threshold_uncertainty_score":0.9997584,"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."}}