{"id":"W3082502956","doi":"10.1097/pec.0000000000002218","title":"Innovating Pediatric Emergency Care and Learning Through Interprofessional Briefing and Workplace-Based Assessment","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Bern","keywords":"Medicine; Intensive care; Medical emergency; Nursing; Medical education; Intensive care 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003417338,0.0003810914,0.0003829982,0.000209129,0.002150537,0.00001966388,0.0002008016,0.0003216265,0.002423613],"category_scores_gemma":[0.0006724382,0.0003658623,0.00008307921,0.001641949,0.0000234962,0.0003473952,0.0003060782,0.001767076,0.00006044943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092224,"about_ca_system_score_gemma":0.001991793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217543,"about_ca_topic_score_gemma":0.00009517735,"domain_scores_codex":[0.9961877,0.0007838382,0.001176179,0.0007217971,0.0005526925,0.0005778053],"domain_scores_gemma":[0.997478,0.000265394,0.0006440767,0.0001980922,0.001145128,0.0002692857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009348606,0.00002737467,0.9262405,0.00225382,0.00001256811,0.000002670012,0.05360908,0.0000504079,0.00005304155,0.0005631634,0.01482727,0.002266583],"study_design_scores_gemma":[0.003321577,0.0008299645,0.5423318,0.0003527007,0.0005237215,0.000001939821,0.4259014,0.003971021,0.00001535669,0.0004663969,0.02030998,0.001974096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668709,0.01290592,0.002275604,0.004067964,0.004996751,0.0009569298,0.00005179849,0.0002291288,0.00764498],"genre_scores_gemma":[0.9860998,0.002349234,0.005612662,0.00130948,0.003288669,0.000298495,0.0003207734,0.00007168218,0.0006491399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3839087,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291431344575381,"score_gpt":0.4079857885673692,"score_spread":0.3788426541098311,"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."}}