{"id":"W4410908822","doi":"10.1016/j.jped.2025.04.008","title":"RCPNEOPERU trial: a cluster randomized pilot trial to assess traditional neonatal resuscitation compared to partially virtual training in remote areas","year":2025,"lang":"en","type":"article","venue":"Jornal de Pediatria","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Universidad Peruana Cayetano Heredia","keywords":"Medicine; Neonatal resuscitation; Cluster randomised controlled trial; Training (meteorology); Cluster (spacecraft); Randomized controlled trial; Resuscitation; Medical emergency; Pilot trial; Physical therapy; Emergency medicine; Surgery; Computer network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003581225,0.0002759282,0.0009827003,0.0009731078,0.0001509114,0.00009672233,0.0001845774,0.0001773722,0.000187008],"category_scores_gemma":[0.008065597,0.0002747349,0.0002534486,0.00104479,0.00005010366,0.0001520104,0.00003276754,0.0004751428,0.0000600124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008563438,"about_ca_system_score_gemma":0.004470613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004753968,"about_ca_topic_score_gemma":0.0003067376,"domain_scores_codex":[0.9956118,0.001038741,0.001565929,0.0005506787,0.0007320986,0.0005007132],"domain_scores_gemma":[0.992772,0.005707887,0.0002373088,0.000292903,0.0004626684,0.0005272036],"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":[0.977815,0.0002164901,0.002513868,0.00006369704,0.00006631975,0.00001536386,0.004632011,0.007910983,0.00004950224,0.001099855,0.003917569,0.001699305],"study_design_scores_gemma":[0.9601136,0.001463221,0.02131201,0.000284241,0.0002378549,0.00001171474,0.001885774,0.01196529,0.00002627041,0.001915649,0.0005102633,0.0002740465],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557029,0.00005112675,0.01456178,0.0179282,0.003957273,0.006947354,0.00005588032,0.0001013023,0.0006941931],"genre_scores_gemma":[0.9811763,0.000004809193,0.008254385,0.004764061,0.00464979,0.0005572673,0.0002422526,0.00003608309,0.000315023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02547344,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277458847225285,"score_gpt":0.3967836551823547,"score_spread":0.2690377704598262,"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."}}