{"id":"W2612733383","doi":"10.2196/games.6894","title":"Development, Usability, and Efficacy of a Serious Game to Help Patients Learn About Pain Management After Surgery: An Evaluation Study","year":2017,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Third Health Programme","keywords":"Usability; Interquartile range; Session (web analytics); Medicine; Physical therapy; Pain management; Patient satisfaction; Medical education; Psychology; Applied psychology; Nursing; Computer science; Surgery; Human–computer interaction","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":[0.003583948,0.0002886245,0.0005440353,0.000378729,0.0001465458,0.0001201412,0.0002838709,0.0000813771,0.00005194527],"category_scores_gemma":[0.0006246294,0.0002764415,0.00006458298,0.0001727175,0.0000909409,0.0002487219,0.0004561323,0.0001171489,0.00001511594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760137,"about_ca_system_score_gemma":0.00007377647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007350313,"about_ca_topic_score_gemma":0.0001641284,"domain_scores_codex":[0.9971287,0.0003784896,0.0005967619,0.0006504013,0.0008621459,0.0003835181],"domain_scores_gemma":[0.9979097,0.00009594303,0.0003285281,0.001220323,0.0002276038,0.0002179528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003227233,0.001109789,0.5996513,0.0002106379,0.0000934815,0.0000199341,0.001346928,7.802032e-7,0.00003396919,0.000001127852,0.000607355,0.396602],"study_design_scores_gemma":[0.001920141,0.0008751683,0.9909409,0.0001597035,0.000186841,0.000001013693,0.0003430553,0.00009288413,0.00005117152,0.00003114093,0.005128869,0.0002691231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922343,0.00006910294,0.00009045842,0.0001820602,0.00009858429,0.00660569,0.000003985322,0.000177293,0.0005385348],"genre_scores_gemma":[0.9955506,0.00004651184,0.002284858,0.0002695221,0.0000668174,0.001381865,0.00002913998,0.00004245976,0.0003281816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963329,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577983284704365,"score_gpt":0.3348051390730741,"score_spread":0.3090253062260304,"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."}}