{"id":"W4376879060","doi":"10.1016/j.ajogmf.2023.101021","title":"The fetal scalp electrode shortage is an urgent patient safety issue","year":2023,"lang":"en","type":"article","venue":"American Journal of Obstetrics & Gynecology MFM","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Université de Montréal; Collège Shawinigan","funders":"","keywords":"Scalp; Economic shortage; Medicine; Artifact (error); Fetus; Intensive care medicine; Surgery; Pregnancy; Computer science; Government (linguistics)","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":[0.006567123,0.0004744747,0.0007516884,0.001192745,0.001801497,0.002986538,0.001612791,0.008745074,0.04425664],"category_scores_gemma":[0.02642237,0.0002858985,0.0007245554,0.0009001645,0.001441221,0.005165368,0.001727154,0.008314465,0.008665293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218879,"about_ca_system_score_gemma":0.004245129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007656161,"about_ca_topic_score_gemma":0.002018648,"domain_scores_codex":[0.9970506,0.0009183626,0.0003579385,0.0003498418,0.001014329,0.0003089439],"domain_scores_gemma":[0.9574718,0.02141658,0.00480793,0.00170387,0.00840543,0.006194354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001543429,0.0001843029,0.01208946,0.0007638562,0.00004104021,0.006218885,0.0005001252,0.0004904195,0.001411744,0.02730513,0.5420886,0.4087521],"study_design_scores_gemma":[0.00009775567,0.0006235821,0.01564911,0.003262244,0.00008565105,0.05107315,0.004419695,0.00153155,0.001220588,0.06467458,0.8572592,0.0001028842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00807761,0.02828911,0.007872272,0.9048104,0.01713246,0.0000235246,0.0003116344,0.0003926123,0.0330903],"genre_scores_gemma":[0.2772436,0.0943799,0.01948114,0.4386229,0.1407559,0.0001219879,0.001373849,0.0006519708,0.02736873],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04425664,"threshold_uncertainty_score":0.1480532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176384676877537,"score_gpt":0.27127057304724,"score_spread":0.2595067262784646,"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."}}