{"id":"W2577149031","doi":"10.1016/j.accpm.2016.11.007","title":"Peripheral venous catheter insertion simulation training: A randomized controlled trial comparing performance after instructor-led teaching versus peer-assisted learning","year":2017,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of Ottawa Skills and Simulation Centre","funders":"","keywords":"Medicine; Session (web analytics); Randomized controlled trial; Catheter; Educational measurement; Physical therapy; Surgery; Curriculum; Psychology; Computer science","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":[0.002669656,0.002071555,0.004872129,0.0005600356,0.0008302693,0.001143729,0.002061852,0.003398805,0.01322913],"category_scores_gemma":[0.006346856,0.001200633,0.001636329,0.000513388,0.001447639,0.001476935,0.0009308024,0.003922428,0.001604965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493922,"about_ca_system_score_gemma":0.002539444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099531,"about_ca_topic_score_gemma":0.002281032,"domain_scores_codex":[0.997517,0.001082223,0.0002330893,0.0006555293,0.0001984702,0.0003137026],"domain_scores_gemma":[0.9959039,0.001745849,0.0007134702,0.0002609,0.0002881018,0.001087743],"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":[0.9650962,0.02448623,0.0002895303,0.00049507,0.000548572,0.00001467661,0.00006490004,0.0002678402,0.0007037809,0.00005970445,0.0002462758,0.007727228],"study_design_scores_gemma":[0.8972354,0.09945341,0.00140704,0.00006618208,0.0005605074,0.000007235727,0.00003411086,0.000604227,0.0003229922,0.00007802343,0.0002144741,0.00001646482],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886616,0.001244071,0.0008552411,0.0003396249,0.0007521078,0.006192207,0.0003976268,0.000123767,0.001433862],"genre_scores_gemma":[0.9796603,0.001019611,0.003153125,0.0004017819,0.0005120023,0.01173213,0.0003796339,0.00002686192,0.00311454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322913,"threshold_uncertainty_score":0.04425585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576590046581411,"score_gpt":0.391788263816042,"score_spread":0.3260223633502279,"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."}}