{"id":"W2810605212","doi":"10.1016/j.bjae.2018.05.004","title":"The collapsed newborn in the emergency department","year":2018,"lang":"en","type":"review","venue":"BJA Education","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Medical diagnosis; Variety (cybernetics); Resuscitation; Intensive care medicine; Pediatrics; Emergency medicine; Pathology; Computer science; Nursing; Artificial intelligence","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":[0.001204152,0.0009579742,0.002204289,0.00341232,0.0006731892,0.002021872,0.001213927,0.003458248,0.005723975],"category_scores_gemma":[0.007039815,0.0003943444,0.001270449,0.002445535,0.001068968,0.00214875,0.001386052,0.00285304,0.001146057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127901,"about_ca_system_score_gemma":0.004092662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712233,"about_ca_topic_score_gemma":0.01167559,"domain_scores_codex":[0.9992011,0.0002339103,0.0001762732,0.0001101633,0.0001927063,0.00008579087],"domain_scores_gemma":[0.9966761,0.002370763,0.0004496513,0.00003789643,0.0003048505,0.0001607156],"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":[0.0001193776,0.00007137927,0.001547646,0.08371338,0.0003246604,0.001309469,0.0002619155,0.0001695845,0.000163746,0.002307036,0.07887884,0.8311328],"study_design_scores_gemma":[0.00008749056,0.0001303218,0.008089552,0.2330418,0.001252169,0.01175403,0.001216161,0.00007162719,0.0001848108,0.002214268,0.7418745,0.00008329687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005791655,0.9986682,0.00001662291,0.0005429325,0.0003451637,0.000002565424,0.000009631001,0.000001456063,0.0003553884],"genre_scores_gemma":[0.000596953,0.9983693,0.00004228433,0.0004545738,0.0003957201,0.000003133374,0.0000178188,8.529971e-7,0.0001194071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005723975,"threshold_uncertainty_score":0.01914865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342585435305809,"score_gpt":0.5062374780755959,"score_spread":0.371978934545015,"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."}}