{"id":"W4391385588","doi":"10.1007/s00383-023-05629-1","title":"Outcomes of pediatric pilonidal disease treatment: excision with off-midline flap reconstruction versus endoscopic pilonidal sinus treatment","year":2024,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Cedars-Sinai Medical Center","keywords":"Medicine; Surgery; Pilonidal disease; Retrospective cohort study; Complication; Cohort; Sinus (botany); Pediatric surgery; Single Center; Randomized controlled trial; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008644626,0.0004595134,0.0006558827,0.0008633546,0.00008544238,0.0000610485,0.00009106523,0.00008486565,0.001182011],"category_scores_gemma":[0.0001399882,0.0002985655,0.0005723673,0.0004729398,0.00007172457,0.0002717137,0.00003024845,0.00009489307,0.0001254963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007332018,"about_ca_system_score_gemma":0.0008613577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142462,"about_ca_topic_score_gemma":0.00002193637,"domain_scores_codex":[0.9976956,0.00005090367,0.0006416939,0.0005929734,0.0006702301,0.0003486572],"domain_scores_gemma":[0.9979859,0.0009708772,0.0001973304,0.0003121809,0.0001622534,0.0003714682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002933123,0.00125423,0.968981,0.00009475967,0.001033601,0.0009373294,0.00007293478,0.00003282128,0.000005283483,0.00008875444,0.0004962113,0.02406991],"study_design_scores_gemma":[0.00602928,0.001711486,0.9859025,0.00006288324,0.003736011,0.00008627609,0.00005552131,0.0005179413,0.000109815,0.00005548144,0.001378748,0.0003539894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894064,0.004217681,0.00004149929,0.0007557285,0.003539568,0.0004715043,0.0003899947,0.0001887969,0.0009888473],"genre_scores_gemma":[0.9885061,0.005785568,0.0001928267,0.00003452328,0.002218032,0.0001162391,0.000594919,0.0000561237,0.00249566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371592,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149502883133089,"score_gpt":0.3006464901770053,"score_spread":0.2691514613456744,"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."}}