{"id":"W2972432661","doi":"10.1097/01.gox.0000582988.90050.aa","title":"S4A-07 SESSION 4A: GENERALITIES IN CRANIOSYNOSTOSIS – PART I CATASTROPHIC AND CRITICAL INTRA-OPERATIVE EVENTS DURING PEDIATRIC CRANIOFACIAL SURGERY: A NURSING PERSPECTIVE.","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Craniofacial; Craniofacial surgery; Craniosynostosis; Medical emergency; General surgery; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0002760695,0.0004037206,0.0006662261,0.000135407,0.0002383705,0.0001386897,0.0001571886,0.0002082437,0.0002081241],"category_scores_gemma":[0.0008612657,0.0004028504,0.0001654328,0.0002946345,0.0002255382,0.00008427426,0.0002188474,0.0001563901,0.00002914019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639218,"about_ca_system_score_gemma":0.0004202403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004969519,"about_ca_topic_score_gemma":0.0001069084,"domain_scores_codex":[0.9975724,0.0003419449,0.0004747999,0.0008021548,0.0002173003,0.000591372],"domain_scores_gemma":[0.9988745,0.000382111,0.0001353085,0.0002312668,0.0001764218,0.0002004294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308163,0.000261933,0.9950832,0.00004090701,0.000109616,0.00003459127,0.0001913627,0.00002440641,0.001431495,0.0003235155,0.0001342115,0.001056641],"study_design_scores_gemma":[0.001828421,0.0002042443,0.9903978,0.0002872599,0.0001157115,0.0002428162,0.003794152,0.0000380311,0.0009410178,0.001289687,0.00005529766,0.0008056042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964816,0.0003512217,0.00008056256,0.000148889,0.0013671,0.0005412164,0.0005811285,0.00001448605,0.0004337691],"genre_scores_gemma":[0.9991189,0.0003290014,0.0001241655,0.00003360042,0.0001756238,0.00005596857,0.0001020414,0.00002936773,0.00003137438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004685401,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293160452616902,"score_gpt":0.2850859623507536,"score_spread":0.2721543578245846,"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."}}