{"id":"W2747628074","doi":"10.1016/j.acap.2017.08.008","title":"Children With Medical Complexity: A Web-Based Multimedia Curriculum Assessing Pediatric Residents Across North America","year":2017,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Curriculum; Confidence interval; Randomized controlled trial; Virtual patient; Medicine; Patient satisfaction; Medical education; Web application; Multimedia; Psychology; Computer science; Nursing; World Wide Web; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007287801,0.0004437905,0.0006386325,0.0003449791,0.00123273,0.0001570804,0.0009543014,0.0006500802,0.0001798141],"category_scores_gemma":[0.004292679,0.000389837,0.000138721,0.0008436938,0.0005322482,0.0004908087,0.0002026949,0.002322673,0.0001773722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364201,"about_ca_system_score_gemma":0.003880217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212679,"about_ca_topic_score_gemma":0.00007796388,"domain_scores_codex":[0.9948695,0.0001586449,0.0009192256,0.0008376266,0.002207466,0.00100757],"domain_scores_gemma":[0.9948352,0.0008382795,0.001128799,0.001265715,0.0007133952,0.001218593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000487155,0.000157638,0.9899749,0.0001664677,0.00002370727,0.00003794491,0.0004211631,0.00008046967,7.843572e-7,0.00000208514,0.005521105,0.003564984],"study_design_scores_gemma":[0.003797984,0.0001253077,0.9850083,0.000106118,0.0003139915,0.00005375905,0.0002586099,0.009731947,0.000005087159,0.00002296005,0.0001626809,0.0004132715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909245,0.0007325543,0.0004957762,0.005587183,0.0008515429,0.0008905016,0.0001231217,0.000297208,0.00009763784],"genre_scores_gemma":[0.9849577,0.0007139419,0.003764436,0.002318301,0.007336235,0.00008662159,0.0006639438,0.00009439899,0.00006445206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009651477,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047883087272199,"score_gpt":0.4036492303528803,"score_spread":0.3557661430806813,"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."}}