{"id":"W2914971812","doi":"10.3389/fped.2019.00013","title":"RETAIN: A Board Game That Improves Neonatal Resuscitation Knowledge Retention","year":2019,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Royal Alexandra Hospital; Alberta Health Services","funders":"","keywords":"Medicine; Neonatal resuscitation; Test (biology); Resuscitation; Knowledge retention; Medical emergency; Timer; Medical education; Emergency 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":[],"consensus_categories":[],"category_scores_codex":[0.001021697,0.0001945977,0.000381044,0.0008822294,0.00004907916,0.00003342108,0.0001970927,0.00027439,0.00004553566],"category_scores_gemma":[0.0007717432,0.000191284,0.0001179277,0.001012339,0.00007489269,0.0002928326,0.0001018641,0.0007033649,0.0002553533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209353,"about_ca_system_score_gemma":0.0006255683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003360257,"about_ca_topic_score_gemma":0.00001969204,"domain_scores_codex":[0.9975467,0.0001485328,0.000425708,0.0005250137,0.0007463832,0.0006076091],"domain_scores_gemma":[0.9986933,0.000146738,0.0001417031,0.0004977415,0.0002272356,0.0002932633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813966,0.0001497757,0.7034034,0.003139469,0.00002461426,0.0001378547,0.00100117,0.00000571588,0.0006339335,0.000179432,0.03779719,0.2517135],"study_design_scores_gemma":[0.0113006,0.001975967,0.5567338,0.0002859804,0.0001457654,0.00002916454,0.002552848,0.009438173,0.000898276,0.00305701,0.4127435,0.0008389842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582995,0.02621531,0.003072381,0.0008566881,0.003635847,0.00202677,0.00002264558,0.0001242566,0.005746605],"genre_scores_gemma":[0.9691053,0.003973007,0.01239259,0.0005447041,0.001070073,0.0001127618,0.0001321752,0.0001072272,0.01256217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3749463,"threshold_uncertainty_score":0.7800337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943411952327104,"score_gpt":0.3168020440095203,"score_spread":0.2873679244862493,"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."}}