{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002329221,0.0004131101,0.001699694,0.0007652809,0.00005704008,0.000007969805,0.0001864375,0.0009234687,0.003140664],"category_scores_gemma":[0.0004829302,0.0003350017,0.0002842993,0.0004654154,0.0001418338,0.00005673591,0.00006103092,0.0006199998,0.0005443187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009056073,"about_ca_system_score_gemma":0.001188878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002090988,"about_ca_topic_score_gemma":0.000004488008,"domain_scores_codex":[0.9974688,0.0002520643,0.0009412694,0.0006473182,0.000230119,0.0004604505],"domain_scores_gemma":[0.9962925,0.002324168,0.0003367048,0.0006909597,0.0001887207,0.0001669268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002181041,0.00004833413,0.0023222,0.009799623,0.00003192504,0.0001195918,0.0003001401,0.00001033267,1.169092e-8,0.0002267838,0.0005897569,0.9865295],"study_design_scores_gemma":[0.0003624543,0.00008754457,0.0001379296,0.0259906,0.0001118303,0.0004602822,0.00009487935,0.0001252071,2.601628e-7,0.0001066953,0.9722538,0.0002685222],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000241396,0.9961286,0.0000262504,0.0002896387,0.001066388,0.001112165,0.000161097,0.00008988847,0.000884532],"genre_scores_gemma":[0.00451722,0.9913791,0.0003471544,0.0001242267,0.0003193506,0.0003998899,0.0009562612,0.00009507009,0.001861669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.986261,"threshold_uncertainty_score":0.9999102,"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."}}