{"id":"W1952818685","doi":"10.1097/aln.0000000000000708","title":"Predictors of Failure of Awake Regional Anesthesia for Neonatal Hernia Repair","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Colorado School of Medicine, Anschutz Medical Campus; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medical Research Council; State Government of Victoria; Università degli Studi di Genova; Universitair Medisch Centrum Groningen; Dartmouth College; La Trobe University; University of Oxford; National Institute for Health and Care Research; Children's Hospital Colorado; ACT Government; Seattle Children's Research Institute; Canadian Institutes of Health Research; University of Washington; National Health and Medical Research Council; Children's Hospital of Philadelphia; Vanderbilt University Medical Center; Vanderbilt University","keywords":"Medicine; Anesthesia; Anesthetic; Sedation; Surgery; Lumbar; Pacu","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005786827,0.0001777404,0.0005794737,0.0001389726,0.00002554525,0.00000152069,0.0001587458,0.0002109022,0.0000302041],"category_scores_gemma":[0.00009953079,0.0001440894,0.000252191,0.0001383292,0.0002810204,0.00004135191,0.00001313655,0.00008774306,0.00001297369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002441018,"about_ca_system_score_gemma":0.0001799724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004884386,"about_ca_topic_score_gemma":0.000006855706,"domain_scores_codex":[0.9986559,0.0001171237,0.0004473814,0.000285184,0.0002377297,0.0002566492],"domain_scores_gemma":[0.9987298,0.0002164184,0.000232497,0.0004170379,0.0002531437,0.0001510808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009872784,0.0001661091,0.9366332,0.0002649075,0.0001509716,0.0001798099,0.0006988387,0.00003104423,0.0002496806,0.003447645,0.05677418,0.0004163402],"study_design_scores_gemma":[0.001848148,0.002832819,0.4178305,0.00007331717,0.000209519,0.0008889181,0.000829752,0.0001534463,0.0005284054,0.000697153,0.5739553,0.0001527258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960667,0.0005090528,0.0001127482,0.002500244,0.0000172563,0.0006042288,8.519789e-7,0.00008226749,0.0001066838],"genre_scores_gemma":[0.9901459,0.00002795344,0.005310468,0.003283793,0.000170391,0.00005907199,0.00008203176,0.00003403945,0.0008863495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5188027,"threshold_uncertainty_score":0.5875794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913773901070452,"score_gpt":0.263407701908196,"score_spread":0.2342699628974914,"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."}}