{"id":"W2897973573","doi":"10.2196/11231","title":"Benefits of Mobile Apps in Pain Management: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helmut Horten Stiftung; Universität Zürich","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Psychosocial; Physical therapy; Pain management; Cochrane Library; Population; Quality of life (healthcare); mHealth; Meta-analysis; Psychological intervention; Psychiatry; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004955293,0.001368358,0.00576085,0.006398359,0.0005964459,0.002270135,0.001476043,0.001534642,0.005539163],"category_scores_gemma":[0.03095407,0.0008105641,0.006480458,0.006420995,0.0006679148,0.001936859,0.001339688,0.001244665,0.0002942751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314213,"about_ca_system_score_gemma":0.006551553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389397,"about_ca_topic_score_gemma":0.01397871,"domain_scores_codex":[0.9955407,0.001720168,0.001299684,0.0002662919,0.001028144,0.0001451145],"domain_scores_gemma":[0.9793589,0.01586414,0.003242522,0.0001743263,0.001166211,0.0001939565],"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":[0.0002181498,0.00002202379,0.0003808956,0.9567378,0.005544488,0.00006876929,0.0001249137,0.00005695131,0.00006876056,0.0001001744,0.0009202269,0.03575686],"study_design_scores_gemma":[0.0004240049,0.000299947,0.003818705,0.917073,0.06377011,0.0003585305,0.0002333672,0.00009164398,0.0001418014,0.0002055495,0.01355439,0.00002895989],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001035616,0.9978564,0.0000794342,0.0001715635,0.00007544392,0.0002751989,0.0002014284,0.000006685781,0.0002982696],"genre_scores_gemma":[0.01446668,0.9840168,0.0004068606,0.0003220558,0.00007734795,0.0004957367,0.000109272,0.00000358332,0.0001016838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006398359,"threshold_uncertainty_score":0.02620637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07011667206535026,"score_gpt":0.4097079875178932,"score_spread":0.339591315452543,"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."}}