{"id":"W4389741337","doi":"10.1136/bmjopen-2023-077452","title":"Development of an international core outcome set for treatment trials in paediatric inguinal hernia: protocol for a three-phase study including a systematic review and Delphi survey","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"","keywords":"Medicine; Inguinal hernia; Delphi method; Protocol (science); MEDLINE; Outcome (game theory); Systematic review; Cochrane Library; Delphi; Clinical trial; Hernia; Family medicine; General surgery; Randomized controlled trial; Surgery; Alternative medicine; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3126716,0.006386895,0.01186378,0.01120079,0.005077948,0.009261112,0.00610734,0.01029696,0.03389322],"category_scores_gemma":[0.2652898,0.006078729,0.01379831,0.008790572,0.007204967,0.0100194,0.00865051,0.01056646,0.008296489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01541552,"about_ca_system_score_gemma":0.05919439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121462,"about_ca_topic_score_gemma":0.004631694,"domain_scores_codex":[0.765197,0.1575553,0.05062047,0.006367556,0.01475511,0.00550472],"domain_scores_gemma":[0.7815499,0.1144636,0.02850352,0.02062512,0.04787717,0.006980664],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.05452315,0.004660832,0.004443925,0.6014363,0.00507395,0.001642377,0.02539482,0.008790286,0.00537453,0.03654072,0.07703586,0.1750833],"study_design_scores_gemma":[0.1205833,0.01161192,0.01498489,0.3999294,0.006743083,0.00101148,0.01487743,0.009805398,0.008361934,0.05067362,0.3600907,0.00132692],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004988402,0.0002929272,0.002772141,0.0003968588,0.0001707658,0.9948095,0.0007096968,0.00004296966,0.0003063133],"genre_scores_gemma":[0.000355173,0.0001197177,0.004563165,0.0001309981,0.00001276363,0.9946432,0.0001116546,0.00000400535,0.00005919872],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6873284,"threshold_uncertainty_score":0.8475983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.941345790589073,"score_gpt":0.7638026446573489,"score_spread":0.177543145931724,"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."}}