{"id":"W2906249857","doi":"10.1016/j.bja.2018.10.061","title":"Predictors of perioperative complications in paediatric cranial vault reconstruction surgery: a multicentre observational study from the Pediatric Craniofacial Collaborative Group","year":2018,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Children's Hospital of Philadelphia","keywords":"Medicine; Perioperative; Craniofacial; Craniofacial surgery; Complication; Incidence (geometry); Surgery; Logistic regression; Internal medicine","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":[0.001052169,0.0004363851,0.0006728561,0.0006317153,0.0005786835,0.0009326365,0.0007996286,0.0009661935,0.001033135],"category_scores_gemma":[0.004352922,0.0006158947,0.00122866,0.001528877,0.0003859013,0.0008221164,0.001294244,0.001362559,0.0001589265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832593,"about_ca_system_score_gemma":0.0006743984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297986,"about_ca_topic_score_gemma":0.01199074,"domain_scores_codex":[0.9979286,0.0005428182,0.0003245259,0.0004801417,0.0004049917,0.0003189201],"domain_scores_gemma":[0.9961147,0.00072808,0.00198804,0.0003335864,0.0003325462,0.0005030634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007670106,0.00002674184,0.9988644,0.0000122176,0.0001094501,0.0001094333,0.0001174455,0.00003141559,0.00008990553,0.00001349066,0.0001223839,0.0004264614],"study_design_scores_gemma":[0.000005871442,0.00005427186,0.9990829,0.00001130802,0.00004332934,0.0003377456,0.0002805524,0.00005763045,0.00001854928,0.00000791703,0.00009484101,0.000005075024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989665,0.0003228229,0.00007119436,0.00004571839,0.00001021137,0.000006031694,0.0004319238,0.000001541463,0.000144135],"genre_scores_gemma":[0.9984517,0.0002882219,0.0001281338,0.00004544863,0.0000169389,0.00002043545,0.0009844321,0.000004876677,0.00005990374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297986,"threshold_uncertainty_score":0.02580863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502545649844201,"score_gpt":0.2898803453858882,"score_spread":0.2548548888874462,"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."}}