{"id":"W3143809437","doi":"10.17479/jacs.2021.1.36","title":"Laparoscopic Tissue Repair of an Acutely Incarcerated Spigelian Hernia","year":2021,"lang":"en","type":"article","venue":"JOURNAL OF ACUTE CARE SURGERY","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; University of Saskatchewan; Prince Albert Grand Council","funders":"","keywords":"Spigelian hernia; Medicine; Abdominal wall; Fascia; Surgery; Hernia; Laparoscopic surgery; Laparoscopy; Abdominal wall defect; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004406422,0.0001669446,0.0008155831,0.0002710047,0.00003970166,0.00002027084,0.00009177075,0.0001158541,0.000308671],"category_scores_gemma":[0.0001658049,0.0001393702,0.0004427314,0.0003862673,0.00004793516,0.0001988464,0.00005761885,0.0002676305,0.00001128678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043291,"about_ca_system_score_gemma":0.0007791034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002909842,"about_ca_topic_score_gemma":0.00001976027,"domain_scores_codex":[0.9980878,0.0001361134,0.0008115688,0.000189942,0.0005349815,0.0002396096],"domain_scores_gemma":[0.9976692,0.00007490045,0.0003918546,0.0003964331,0.001181931,0.0002856861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003456963,0.003020756,0.1526804,0.004506094,0.0101368,0.1008668,0.008719811,0.0001194566,0.2746447,0.00006665941,0.3104523,0.1313293],"study_design_scores_gemma":[0.004348191,0.002582483,0.1280914,0.001761285,0.003571187,0.004319245,0.006647587,0.00009170881,0.3949736,0.00004429458,0.4529512,0.0006178357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942612,0.001945051,0.00004321181,0.0007370752,0.0007432107,0.0001187226,0.00002751806,0.0000536278,0.00207035],"genre_scores_gemma":[0.9946979,0.0008396086,0.001840126,0.000900936,0.0004425151,0.000002211282,0.00006470732,0.00003795577,0.0011741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424989,"threshold_uncertainty_score":0.5683352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594980191546899,"score_gpt":0.3001208426187915,"score_spread":0.2841710407033225,"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."}}