{"id":"W2887812021","doi":"10.1542/hpeds.2017-0155","title":"Reliability and Usability of a 7-Minute Chart Review Tool to Identify Pediatric Prehospital Adverse Safety Events","year":2018,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality","keywords":"Medicine; Usability; Medical emergency; Patient safety; Chart; Delphi method; Inter-rater reliability; Emergency medicine; Health care","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":[0.07886033,0.0009682596,0.001029446,0.006608046,0.0008611935,0.002003224,0.001739372,0.0008008743,0.001308434],"category_scores_gemma":[0.1875601,0.0007028165,0.001564778,0.002744712,0.0009428019,0.001989595,0.002324422,0.0008862102,0.0004065667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919484,"about_ca_system_score_gemma":0.004179177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207236,"about_ca_topic_score_gemma":0.003454668,"domain_scores_codex":[0.9026561,0.05838143,0.01666968,0.004774902,0.01578024,0.001737667],"domain_scores_gemma":[0.6460421,0.2281881,0.03143517,0.01190913,0.07890939,0.003516144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932486,0.001368027,0.6597153,0.002758947,0.0006679167,0.0005668604,0.03266105,0.003075079,0.005644765,0.0005221965,0.00711724,0.2839702],"study_design_scores_gemma":[0.000494725,0.005753561,0.9275658,0.002429631,0.0004821175,0.001687081,0.01665914,0.02183432,0.01079721,0.000526207,0.0113714,0.0003988065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579839,0.0008063105,0.02997333,0.000504147,0.0002354435,0.004614886,0.001146679,0.0007578835,0.003977422],"genre_scores_gemma":[0.9482155,0.0003586775,0.04690315,0.0001391716,0.00006322841,0.003278489,0.0006694756,0.00005185015,0.000320457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07886033,"threshold_uncertainty_score":0.4170583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876999267478788,"score_gpt":0.3844903323203696,"score_spread":0.3557203396455817,"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."}}