{"id":"W4293375904","doi":"10.1016/j.jpedsurg.2022.08.004","title":"Understanding the effectiveness of consent processes and conversations in pediatric surgery: A systematic-scoping review","year":2022,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Informed consent; Psychological intervention; Pediatric surgery; Stakeholder; Health care; Family medicine; Conversation; Nursing; Medical education; Alternative medicine; Surgery; Psychology; Public relations","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":[0.04849384,0.001454339,0.008006906,0.006534548,0.001296717,0.006333646,0.003054088,0.004200676,0.004811138],"category_scores_gemma":[0.2521712,0.001720948,0.01020987,0.007010172,0.002483416,0.006577553,0.003440253,0.004577518,0.0003018798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007009133,"about_ca_system_score_gemma":0.02569025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537742,"about_ca_topic_score_gemma":0.04320587,"domain_scores_codex":[0.9532527,0.02452871,0.01299082,0.002075318,0.006348466,0.0008040036],"domain_scores_gemma":[0.7313145,0.2388189,0.02043776,0.002218156,0.006349287,0.0008614257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005668626,0.00009781261,0.002022161,0.8940287,0.01442763,0.00008746461,0.001579063,0.0001721521,0.00008191074,0.000519187,0.001061924,0.08535513],"study_design_scores_gemma":[0.0003099319,0.0001934375,0.002783635,0.9447407,0.04331806,0.0001391984,0.001067088,0.00009770509,0.0001392001,0.0003682,0.006797677,0.0000451025],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002926577,0.9949086,0.0003335784,0.0005080756,0.0001448398,0.00065214,0.0001617675,0.000007001901,0.0003572826],"genre_scores_gemma":[0.03727914,0.9585533,0.001901803,0.0008620013,0.00009116098,0.001045846,0.0001629368,0.000009801,0.00009401636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04849384,"threshold_uncertainty_score":0.2564631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2007806148940569,"score_gpt":0.3701589265084276,"score_spread":0.1693783116143708,"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."}}