{"id":"W1560049076","doi":"10.1046/j.1365-2168.2001.01768.x","title":"Cost–utility analysis of open <i>versus</i> laparoscopic groin hernia repair: results from a multicentre randomized clinical trial","year":2001,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; University of Aberdeen; University of Oxford","keywords":"Medicine; Groin; Hernia repair; Surgery; Randomized controlled trial; Hernia; Confidence interval; Cost–utility analysis; Laparoscopy; Open surgery; Cost effectiveness; Cost analysis; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01360733,0.0001819255,0.003334352,0.0003082794,0.00006069917,0.00009223496,0.0002793678,0.0001622872,0.0006621871],"category_scores_gemma":[0.0134892,0.0001737345,0.002939455,0.0006710105,0.0001824513,0.0002724777,0.0001634006,0.0004373476,0.000008434601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000664211,"about_ca_system_score_gemma":0.0003683853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248856,"about_ca_topic_score_gemma":0.001000958,"domain_scores_codex":[0.9933181,0.00159394,0.003647081,0.0003919886,0.0007400345,0.0003088114],"domain_scores_gemma":[0.9909829,0.006084281,0.001624883,0.0004740065,0.0004520443,0.0003818303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8792908,0.001622426,0.03219387,0.00002530622,0.008256837,0.002712411,0.00009437797,0.00001473176,0.000005399788,0.000001034933,0.04401171,0.03177115],"study_design_scores_gemma":[0.8806549,0.0002390618,0.07959887,0.0007429809,0.01000849,0.0001229405,0.0002782383,0.001496333,0.00001678246,0.00001731955,0.02663912,0.000185005],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933716,0.001320835,0.000198293,0.0005697153,0.001372533,0.001291166,0.0001369528,0.00003946613,0.001699414],"genre_scores_gemma":[0.9880275,0.008746711,0.001447803,0.0004172189,0.0006018757,0.00001512918,0.0001273606,0.0000233761,0.0005931006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.047405,"threshold_uncertainty_score":0.9948206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598830384942296,"score_gpt":0.3977326802970329,"score_spread":0.2378496418028033,"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."}}