{"id":"W4318169051","doi":"10.1097/gox.0000000000004784","title":"Catastrophic and Critical Intraoperative Events during Pediatric Craniofacial Surgery","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Craniofacial; Craniofacial surgery; Surgery; Airway obstruction; Airway","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":[0.0009556773,0.000236608,0.0002167184,0.001895789,0.0004358725,0.0005589344,0.0003250169,0.0002336864,0.000763691],"category_scores_gemma":[0.005102882,0.0001872028,0.0003005911,0.001202985,0.0004452528,0.0005841347,0.0008347064,0.0004481518,0.0000886983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785043,"about_ca_system_score_gemma":0.0006835505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203353,"about_ca_topic_score_gemma":0.004024454,"domain_scores_codex":[0.9985454,0.0002578544,0.0003518365,0.0001512636,0.0004848808,0.0002088079],"domain_scores_gemma":[0.9910517,0.001449727,0.005868371,0.0002185465,0.0007597174,0.0006519287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003143826,0.00001100374,0.9921539,0.00003679939,0.00001818303,0.0017263,0.0002293275,0.00005564868,0.0001610884,0.00002946153,0.00016161,0.005385226],"study_design_scores_gemma":[0.000003042563,0.00009162347,0.9865095,0.00006071474,0.00001833375,0.01162434,0.0005365689,0.0001427392,0.0004057652,0.00003984972,0.0005603942,0.00000717203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975234,0.001151777,0.0003959761,0.00005682458,0.00001318894,0.00002845262,0.0001860546,0.00001032146,0.0006339597],"genre_scores_gemma":[0.998714,0.0006517023,0.0002461851,0.00002680954,0.00003319847,0.00001276116,0.0002644639,0.000002989897,0.00004795822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00203353,"threshold_uncertainty_score":0.005054116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497851156397896,"score_gpt":0.3242793731567473,"score_spread":0.2893008615927683,"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."}}