{"id":"W2932860485","doi":"10.2196/12429","title":"Development of CliniPup, a Serious Game Aimed at Reducing Perioperative Anxiety and Pain in Children: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Perioperative; Anxiety; Psychosocial; Intervention (counseling); Ambulatory; Medicine; Psychology; Physical therapy; Clinical psychology; Psychiatry; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003533296,0.0003414254,0.0008631278,0.0003732312,0.00005866172,0.00002532073,0.0001793342,0.0001471679,0.00006509462],"category_scores_gemma":[0.0002326921,0.0003111135,0.00007265009,0.0004813921,0.00007847517,0.0001129198,0.0003838765,0.0002925934,0.00001067309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581276,"about_ca_system_score_gemma":0.0001538591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007075592,"about_ca_topic_score_gemma":0.00005523181,"domain_scores_codex":[0.9969708,0.0007482017,0.0008209848,0.0006921947,0.0003503565,0.0004174463],"domain_scores_gemma":[0.9988235,0.0001462287,0.0002664884,0.0005556093,0.00007834075,0.000129841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001956631,0.000546335,0.7011526,0.0001697639,0.0002013827,0.00001429082,0.01178497,0.000004046715,0.023524,0.000003061354,0.0002802987,0.2621236],"study_design_scores_gemma":[0.002678407,0.001059841,0.983932,0.000152126,0.00007215761,0.0000295902,0.003233346,0.0003560755,0.004756168,0.000007693764,0.00337879,0.0003438162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932591,0.0005155095,0.0002904698,0.0001080994,0.00007501681,0.004998562,0.000002779045,0.0002040008,0.0005464941],"genre_scores_gemma":[0.916613,0.0001750364,0.08171973,0.0001749058,0.00004666854,0.0004510139,0.00001835601,0.00004686827,0.000754406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2827793,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204067232463007,"score_gpt":0.3362483534484615,"score_spread":0.3242076811238315,"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."}}