{"id":"W2806450973","doi":"10.1186/s13643-018-0738-1","title":"Efficacy of the Buzzy® device for pain management of children during needle-related procedures: a systematic review protocol","year":2018,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Ministère de l'Éducation et de l'Enseignement supérieur; Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Medicine; PsycINFO; CINAHL; MEDLINE; Data extraction; Protocol (science); Psychological intervention; Pain management; Randomized controlled trial; Physical therapy; Alternative medicine; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05437537,0.005042085,0.01895552,0.01296544,0.003957929,0.006883106,0.005042535,0.006939996,0.06062526],"category_scores_gemma":[0.06074167,0.004920792,0.01433609,0.0101257,0.005005154,0.008753776,0.004409921,0.005245742,0.006638644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01616656,"about_ca_system_score_gemma":0.07034049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007344318,"about_ca_topic_score_gemma":0.0198441,"domain_scores_codex":[0.9786221,0.007658624,0.007208203,0.002087451,0.003340486,0.001083078],"domain_scores_gemma":[0.9704661,0.01213265,0.006588006,0.002417034,0.007004271,0.001392012],"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":[0.003264368,0.0002506495,0.0007117509,0.9609785,0.002488692,0.0004105787,0.001266541,0.0004856639,0.0007050317,0.00208998,0.009479032,0.01786923],"study_design_scores_gemma":[0.02716164,0.002816953,0.00792435,0.8018185,0.03184175,0.0008164201,0.002783563,0.001419841,0.001942547,0.005912222,0.115018,0.0005443003],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008135164,0.004590082,0.001054541,0.0002865563,0.0001229496,0.9897045,0.002910945,0.00006954865,0.0004472975],"genre_scores_gemma":[0.0008506321,0.002837959,0.002125874,0.0002298093,0.00001938667,0.9931124,0.0005081549,0.000007466384,0.0003082376],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06062526,"threshold_uncertainty_score":0.2875679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181541697066934,"score_gpt":0.3729266328120703,"score_spread":0.331111215841401,"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."}}