{"id":"W4403974870","doi":"10.2196/57057","title":"Impact of a 3-Month Recall Using High-Fidelity Simulation or Screen-Based Simulation on Learning Retention During Neonatal Resuscitation Training for Residents in Anesthesia and Intensive Care: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Fidelity; Resuscitation; Medicine; Recall; Intensive care; Simulation training; Neonatal resuscitation; Anesthesia; Intensive care medicine; Psychology; Computer science; Simulation; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246407,0.0002809442,0.001183376,0.0008285587,0.0001409525,0.00007766252,0.0000452326,0.0002347067,0.00001761373],"category_scores_gemma":[0.005130556,0.0002263006,0.0003655931,0.000462284,0.00008216024,0.0002501702,0.00000794815,0.0002944616,6.217579e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007721024,"about_ca_system_score_gemma":0.0008029109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007992834,"about_ca_topic_score_gemma":0.00006776792,"domain_scores_codex":[0.9968138,0.0006651171,0.001278383,0.0005136065,0.0004393281,0.0002898108],"domain_scores_gemma":[0.9921082,0.005618914,0.0005446202,0.0002157446,0.001400264,0.000112256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.5211927,0.00002625064,0.004698878,0.0004729151,0.00007467924,0.0000120302,0.005244645,0.4661714,0.0002681429,0.00001125922,9.560455e-7,0.001826128],"study_design_scores_gemma":[0.3643249,0.001020819,0.07972901,0.001421269,0.0001550948,0.000003735789,0.001663841,0.5514236,0.00004869198,0.00008287128,8.206948e-7,0.0001253309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867955,0.0003793759,0.001837296,0.0002778371,0.0002697383,0.01030088,0.00001240595,0.0001224555,0.000004493206],"genre_scores_gemma":[0.9979234,0.00000829723,0.0008377925,0.00005688264,0.0002595868,0.000521469,0.0003028586,0.0000599191,0.00002979693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1568678,"threshold_uncertainty_score":0.9228272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05458535427302046,"score_gpt":0.4119659681386534,"score_spread":0.357380613865633,"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."}}