{"id":"W4393143747","doi":"10.1089/lap.2023.0425","title":"Laparoscopic Sac Disconnection and Peritoneal Closure of Pediatric Inguinal Hernia","year":2024,"lang":"en","type":"article","venue":"Journal of Laparoendoscopic & Advanced Surgical Techniques","topic":"Hernia repair and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Hydrocele; Surgery; Hernia; Inguinal hernia; Perioperative; Laparoscopy; Retrospective cohort study; Testicular atrophy; General surgery","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":[0.0009653625,0.000193078,0.0002930659,0.001051212,0.0002259924,0.0003419039,0.0002847166,0.0002024112,0.001034],"category_scores_gemma":[0.003614414,0.0001099147,0.0002681797,0.0008629654,0.0004263212,0.0005221489,0.0003530103,0.000332041,0.0001091054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172859,"about_ca_system_score_gemma":0.0005620666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695876,"about_ca_topic_score_gemma":0.0004537462,"domain_scores_codex":[0.9990471,0.0002175885,0.0001845055,0.000120291,0.0003561965,0.00007436148],"domain_scores_gemma":[0.9948114,0.001179949,0.003482515,0.0001474296,0.0001649929,0.0002137186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003693717,0.00004212642,0.9616964,0.000583707,0.00008136979,0.005929553,0.0001295466,0.00009175966,0.0009942685,0.0001609075,0.0002164873,0.02970457],"study_design_scores_gemma":[0.0000509491,0.001532162,0.7964278,0.0003519292,0.0001832265,0.1930666,0.000560742,0.0003121208,0.00244739,0.0001112848,0.004940609,0.00001531884],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862556,0.01150609,0.0009351898,0.00005231284,0.00003053232,0.00003760586,0.0002584528,0.00001420318,0.0009098314],"genre_scores_gemma":[0.9950781,0.00324153,0.001169814,0.00003491873,0.00006043608,0.00003714365,0.0002837028,0.000004225511,0.00009013791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001051212,"threshold_uncertainty_score":0.005105376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056067945905274,"score_gpt":0.3097128080085176,"score_spread":0.2991521285494648,"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."}}