{"id":"W2944448788","doi":"10.1111/pan.13657","title":"Effect of anesthesia for hypospadias repair on perioperative complications","year":2019,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Hypospadias; Medicine; Perioperative; Complication; Surgery; Anesthesia; Retrospective cohort study; Cohort; Fistula; Regional anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001518404,0.0001787589,0.0004090446,0.00008603387,0.00005918182,0.0000057875,0.00007345911,0.0001012856,0.00008338979],"category_scores_gemma":[0.00005759276,0.0001199298,0.0002491073,0.0001894568,0.00003861616,0.00003004471,0.000005116114,0.00007957077,0.0002410366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002475356,"about_ca_system_score_gemma":0.00004621389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001033242,"about_ca_topic_score_gemma":1.948672e-7,"domain_scores_codex":[0.9990578,0.00006856078,0.0002106326,0.000302081,0.0001620103,0.0001989059],"domain_scores_gemma":[0.9989605,0.0004495972,0.00009157293,0.0003264898,0.00007848222,0.00009335025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275626,0.0007279861,0.9929393,0.000274482,0.00008058739,0.0001029037,0.0001366012,0.00002645311,0.00008804122,0.001978736,0.001100977,0.00126833],"study_design_scores_gemma":[0.004489095,0.01783999,0.9691335,0.00001719691,0.0006632029,0.0003876828,0.00002579989,0.000490478,0.0003363413,0.00007137665,0.006336005,0.0002093201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947481,0.0003629508,0.00002194714,0.001478442,0.000009844156,0.001702228,0.000002199771,0.00008892828,0.001585388],"genre_scores_gemma":[0.9975823,0.00005751132,0.0005234775,0.000684296,0.00006221444,0.0002009759,0.0000440623,0.00002357356,0.0008215618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380577,"threshold_uncertainty_score":0.4890594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204870327330162,"score_gpt":0.2755170664736665,"score_spread":0.2634683632003649,"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."}}