{"id":"W2950235649","doi":"10.2196/12305","title":"A Postoperative Pain Management Mobile App (Panda) for Children at Home After Discharge: Usability and Feasibility","year":2019,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; McGill University; University of British Columbia","funders":"","keywords":"Usability; Medicine; Audit; Phone; Mobile apps; Pain management; Mobile phone; Medical emergency; Physical therapy; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005922894,0.0004785924,0.0005393038,0.000474683,0.0005241944,0.0007705847,0.0005840195,0.0005214444,0.002129243],"category_scores_gemma":[0.01246867,0.0002837343,0.0007820927,0.0002125628,0.0004459798,0.0008443804,0.001028311,0.0005055874,0.0002601311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887385,"about_ca_system_score_gemma":0.001154959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512371,"about_ca_topic_score_gemma":0.003574338,"domain_scores_codex":[0.9971586,0.001400247,0.0003646859,0.0002059788,0.0006180825,0.0002523221],"domain_scores_gemma":[0.9930984,0.004410507,0.0004730373,0.0002905926,0.001250796,0.0004766228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006935285,0.01834579,0.417726,0.003890281,0.0002505224,0.00283003,0.02874495,0.0008688991,0.02647132,0.0003217302,0.005736977,0.4878783],"study_design_scores_gemma":[0.001515892,0.08434915,0.8474712,0.001124172,0.0008117273,0.005037957,0.02217992,0.006415079,0.01536673,0.0002902313,0.01512688,0.0003109561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955504,0.0001384677,0.001299114,0.0001469611,0.00001886665,0.001857658,0.0001377609,0.00006639413,0.0007845084],"genre_scores_gemma":[0.9759109,0.0004183822,0.01952102,0.0001357028,0.00002522138,0.003116376,0.0002438622,0.00002348735,0.0006050285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005922894,"threshold_uncertainty_score":0.03132367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143377846484351,"score_gpt":0.3040042239801446,"score_spread":0.2925704455153011,"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."}}