{"id":"W3211438280","doi":"10.1016/j.jogc.2021.06.006","title":"Intrapartum Fetal Scalp Lactate Testing: Considerations for Implementation and Clinical Decision Making","year":2021,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; Providence Health Care; Kelowna General Hospital; St. Paul's Hospital; Dalhousie University; BC Children's Hospital","funders":"","keywords":"Medicine; Clinical decision making; Scalp; Intensive care medicine; Obstetrics; Fetus; Medical physics; Pregnancy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01086768,0.0005609355,0.001025465,0.001547017,0.005457711,0.008606568,0.00359072,0.04478284,0.008893444],"category_scores_gemma":[0.07351406,0.0008832096,0.001137118,0.001148751,0.005410823,0.006131001,0.00298828,0.03120121,0.002776526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01258831,"about_ca_system_score_gemma":0.04196398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04016605,"about_ca_topic_score_gemma":0.08421919,"domain_scores_codex":[0.9868131,0.004972799,0.002182371,0.001029303,0.003046444,0.001955995],"domain_scores_gemma":[0.9392516,0.02701881,0.002590638,0.001017935,0.01354293,0.01657823],"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":[0.0001826817,0.0002023905,0.01465488,0.0002165805,0.00003501871,0.0362423,0.001669467,0.001283917,0.0005464735,0.01653194,0.8705164,0.05791797],"study_design_scores_gemma":[0.0003332907,0.0003482842,0.01681335,0.004625557,0.0001055317,0.04801363,0.01529575,0.008223185,0.0007335857,0.07726981,0.8278511,0.000386909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008958827,0.0006731037,0.0003307523,0.9917196,0.002553946,0.00001736282,0.00002177561,0.00001626455,0.003771289],"genre_scores_gemma":[0.06435996,0.005021155,0.01074261,0.8633825,0.04852797,0.0002166382,0.0001417491,0.00009288677,0.00751461],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04478284,"threshold_uncertainty_score":0.091335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966865146681758,"score_gpt":0.3324839434632906,"score_spread":0.282815291996473,"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."}}