{"id":"W2524809991","doi":"10.1053/j.semperi.2016.08.009","title":"Neonatal outreach simulation","year":2016,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outreach; Medicine; Neonatal resuscitation; Neonatal mortality; Resuscitation; Medical education; Medical emergency; Nursing; Infant mortality; Emergency medicine; Environmental health","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":[0.00121984,0.0009171038,0.0009319906,0.001384226,0.0002823588,0.0009232202,0.001221849,0.001087387,0.01079743],"category_scores_gemma":[0.005600819,0.0002056385,0.00105337,0.001138894,0.000320055,0.0009302364,0.001951107,0.001077269,0.00121862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064594,"about_ca_system_score_gemma":0.003207212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003437756,"about_ca_topic_score_gemma":0.005466067,"domain_scores_codex":[0.9992944,0.0002940457,0.0001121723,0.00008683542,0.0001613552,0.00005103481],"domain_scores_gemma":[0.9981042,0.001383426,0.00017032,0.00004111302,0.0001748177,0.0001261873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001741641,0.0002305078,0.001001425,0.03255819,0.0002275387,0.0001163383,0.0001043789,0.0009462431,0.0002003688,0.001457491,0.01553108,0.9474523],"study_design_scores_gemma":[0.0005237538,0.000613205,0.01369598,0.1799178,0.001660824,0.002734644,0.0006812285,0.001386983,0.001453833,0.004408525,0.7928395,0.00008364618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002115839,0.9864839,0.0008609525,0.0008173812,0.0006809418,0.0001057572,0.0001332156,0.00004212149,0.008759896],"genre_scores_gemma":[0.02084442,0.9736763,0.001628674,0.001052559,0.000353606,0.0001282541,0.0003896057,0.000008933177,0.001917597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01079743,"threshold_uncertainty_score":0.03612101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637599387360091,"score_gpt":0.4535656835845928,"score_spread":0.3898057448485837,"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."}}