{"id":"W2937425235","doi":"10.1007/s00540-019-02639-z","title":"Characterizing the spectrum of body mass index associated with severe postoperative pulmonary complications in children","year":2019,"lang":"en","type":"article","venue":"Journal of Anesthesia","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Underweight; Body mass index; Overweight; Perioperative; Risk factor; Univariate analysis; Anesthesiology; Retrospective cohort study; Obesity; Sequela; Pediatrics; Surgery; Internal medicine; Anesthesia; Multivariate analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002921401,0.0001078931,0.0003946366,0.0001164446,0.00003451922,0.0000108799,0.000122819,0.00004332764,0.00004403784],"category_scores_gemma":[0.00006142216,0.00006222075,0.00007446776,0.0002283325,0.00005918446,0.0001035975,0.00001304916,0.0002825052,0.00001013236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000772483,"about_ca_system_score_gemma":0.0001192329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001780177,"about_ca_topic_score_gemma":0.000006733155,"domain_scores_codex":[0.9990339,0.00007895218,0.0003851622,0.00008120121,0.0002863875,0.0001343949],"domain_scores_gemma":[0.9991028,0.0001352964,0.0003885707,0.00015995,0.0001694278,0.00004390223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001596824,0.0001641133,0.9919897,0.00001191469,0.0002473725,0.000136463,0.0005742878,0.00001003781,0.006414113,0.00004099098,0.00002078593,0.0002304778],"study_design_scores_gemma":[0.0007953047,0.0003756086,0.9922734,0.0003506209,0.00007399293,0.005117708,0.0005013174,0.0001125083,0.0002422068,0.00004432923,0.00004442785,0.00006856586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888141,0.0001216403,0.000004380451,0.009491046,0.000009594063,0.000358055,0.00000238525,0.000004925123,0.001193936],"genre_scores_gemma":[0.999379,0.00002361547,0.00005180431,0.0003415762,0.00002639952,0.000003015503,0.000004364062,0.00001353888,0.0001566524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010565,"threshold_uncertainty_score":0.2537289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007778704500141245,"score_gpt":0.2283173961299902,"score_spread":0.220538691629849,"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."}}