{"id":"W2114862260","doi":"10.3389/fped.2014.00133","title":"Spaced Scenario Demonstrations Improve Knowledge and Confidence in Pediatric Acute Illness Management","year":2014,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Attendance; Intervention (counseling); Confidence interval; Family medicine; Prospective cohort study; Accreditation; Cohort study; Physical therapy; Nursing; Surgery; Internal medicine; Medical education","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":[0.0005963712,0.0002703851,0.000176605,0.0001417379,0.000143656,0.0001879264,0.0003250256,0.0003137112,0.002725764],"category_scores_gemma":[0.003282409,0.0001103703,0.0001709714,0.00007870523,0.0001176995,0.0002029391,0.000406546,0.000381895,0.0001824957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090152,"about_ca_system_score_gemma":0.0004245688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702429,"about_ca_topic_score_gemma":0.002179005,"domain_scores_codex":[0.9996967,0.0001149665,0.00001589502,0.00004585297,0.00006959029,0.00005700843],"domain_scores_gemma":[0.998764,0.0004078949,0.0003443559,0.00004565467,0.00005668112,0.0003814487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008892094,0.1613262,0.239454,0.0008453584,0.0002554714,0.0002851592,0.002055155,0.00294509,0.03482739,0.0001244474,0.002893714,0.5460958],"study_design_scores_gemma":[0.0009088393,0.06014203,0.9290784,0.000126897,0.00008768203,0.0001668406,0.0003220445,0.002569223,0.004964577,0.00006446778,0.001553449,0.00001559052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994457,0.00006684489,0.0001368231,0.00004745453,0.000005301041,0.00003412833,0.00001065614,0.00001566021,0.0002374098],"genre_scores_gemma":[0.9980268,0.0001362664,0.00135997,0.00001996959,0.00001020583,0.00004422208,0.00004784649,0.000001231013,0.0003534949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725764,"threshold_uncertainty_score":0.009118557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008702418128846492,"score_gpt":0.2890705810699715,"score_spread":0.280368162941125,"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."}}