{"id":"W4295046601","doi":"10.1590/0102-672020220002e1670","title":"ARE THERE DIFFERENCES IN CHRONIC PAIN AFTER LAPAROSCOPIC INGUINAL HERNIA REPAIR USING THE TRANSABDOMINAL TECHNIQUE COMPARING WITH FIXATION OF THE MESH WITH STAPLES, WITH GLUE OR WITHOUT FIXATION? A CLINICAL RANDOMIZED, DOUBLE-BLIND TRIAL","year":2022,"lang":"en","type":"article","venue":"ABCD Arquivos Brasileiros de Cirurgia Digestiva (São Paulo)","topic":"Hernia repair and management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inguinal hernia; GLUE; Medicine; Fixation (population genetics); Randomized controlled trial; Surgery; Chronic pain; Postoperative pain; Hernia; Physical therapy; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003587046,0.0005249426,0.001523313,0.0002030098,0.0003785991,0.00007207386,0.0004488592,0.0001546024,0.0002090918],"category_scores_gemma":[0.0002058881,0.0002515674,0.0003120317,0.0007779318,0.0006680739,0.0001623191,0.0001535249,0.001105989,8.950472e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005057785,"about_ca_system_score_gemma":0.001202469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931361,"about_ca_topic_score_gemma":0.006817158,"domain_scores_codex":[0.9943002,0.002151262,0.001144456,0.000731757,0.001074175,0.0005981066],"domain_scores_gemma":[0.9968278,0.0009082126,0.001076435,0.0008876638,0.0001486086,0.0001513024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4906128,0.0004777558,0.5057452,0.0002123623,0.0003699736,0.0001588557,0.001301881,0.0008800168,0.00009805596,0.00002500278,0.00002037992,0.00009770024],"study_design_scores_gemma":[0.6070467,0.004489528,0.3685927,0.002465179,0.001293425,0.0002848523,0.005131164,0.009437012,0.0005250185,0.00002872396,0.0001311215,0.000574586],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842711,0.0002061009,0.005621586,0.0003177632,0.00008073181,0.009219078,0.0000200708,0.0001355635,0.0001280134],"genre_scores_gemma":[0.9946207,0.00002108694,0.001095029,0.0003169797,0.0001952484,0.003406431,0.00001731741,0.00008296096,0.0002442505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371525,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0660351863405318,"score_gpt":0.3298684076214501,"score_spread":0.2638332212809184,"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."}}