{"id":"W2054936380","doi":"10.1155/2014/610591","title":"Effect of Engaging Trainees by Assessing Peer Performance: A Randomised Controlled Trial Using Simulated Patient Scenarios","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"Laerdal Foundation for Acute Medicine","keywords":"Randomized controlled trial; MEDLINE; Peer review; Medicine; Psychology; Physical therapy; Medical education; Internal medicine; Biology","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":[0.00505377,0.001623814,0.003259344,0.0008411322,0.0008255265,0.001205856,0.001486256,0.00376354,0.01052184],"category_scores_gemma":[0.01151466,0.0009838176,0.001850535,0.0005962043,0.001936561,0.001427498,0.0009997531,0.002311453,0.0009085165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095781,"about_ca_system_score_gemma":0.002257847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008190559,"about_ca_topic_score_gemma":0.001026685,"domain_scores_codex":[0.9937974,0.004374983,0.000538785,0.000593613,0.0003717678,0.000323471],"domain_scores_gemma":[0.9929852,0.004092651,0.001140896,0.0004194417,0.0002567377,0.001105033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9387324,0.0349501,0.0005466045,0.002569568,0.0006332284,0.00004825935,0.0002511615,0.0004992618,0.001046164,0.000159281,0.000238265,0.0203256],"study_design_scores_gemma":[0.8133149,0.1837178,0.001060331,0.0001924169,0.0003243223,0.0000192085,0.00006710867,0.0003851229,0.0003515038,0.0001479624,0.0003960541,0.00002346355],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679196,0.003485529,0.001375017,0.0005445781,0.0007373047,0.02403772,0.000320286,0.0001023088,0.001477666],"genre_scores_gemma":[0.9384384,0.002411095,0.005306919,0.00035549,0.000579918,0.05124311,0.0002059374,0.00001312209,0.001445941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052184,"threshold_uncertainty_score":0.03519905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06771482123383954,"score_gpt":0.4679440164222076,"score_spread":0.4002291951883681,"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."}}