{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791902,0.0006441769,0.0007256347,0.00109893,0.0009049265,0.0006926807,0.0008566554,0.001344055,0.002007156],"category_scores_gemma":[0.002100328,0.0003037913,0.000591531,0.0005203228,0.0009452061,0.001245633,0.001019759,0.00213349,0.0004414168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448695,"about_ca_system_score_gemma":0.0005812852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000397014,"about_ca_topic_score_gemma":0.0006614736,"domain_scores_codex":[0.9996693,0.00004572159,0.00003270749,0.00004424736,0.00007469973,0.0001333041],"domain_scores_gemma":[0.9987428,0.0002775129,0.0003844634,0.00009611318,0.00004480881,0.0004544352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001024787,0.00007514944,0.009573447,0.0001584735,0.00001731909,0.9772365,0.0003423929,0.0001950321,0.003494909,0.0005142621,0.0004148504,0.007875114],"study_design_scores_gemma":[0.00001154554,0.0002393173,0.005428279,0.00002933207,0.000006188473,0.9921637,0.0001911743,0.0002363936,0.0007366463,0.000182365,0.0007646644,0.00001048463],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796213,0.005505736,0.005815637,0.002229266,0.0004772059,0.00007955988,0.0001268747,0.0002266245,0.005917858],"genre_scores_gemma":[0.9959377,0.0008456282,0.001686334,0.0003342488,0.0003167066,0.00001388864,0.00005774884,0.00001151597,0.0007961962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002007156,"threshold_uncertainty_score":0.006714582,"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."}}