{"id":"W7105864055","doi":"10.2196/73889","title":"Measurements and Digital Technology Solutions to Monitor Physical Activity in Patients With Pediatric Cancer: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Digital health; Activity monitor; Rehabilitation; Focus (optics); Focus group; Accelerometer","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":[],"consensus_categories":[],"category_scores_codex":[0.00009595989,0.000174526,0.0004843685,0.0002350946,0.00006940816,0.00001855543,0.00008847933,0.00006299881,0.0000117109],"category_scores_gemma":[0.00009055396,0.0001533754,0.00003961358,0.001030163,0.00005608956,0.0001504072,0.000108674,0.0002257083,0.000004516645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003841872,"about_ca_system_score_gemma":0.0004240605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711868,"about_ca_topic_score_gemma":0.001040182,"domain_scores_codex":[0.9986986,0.00002851531,0.0002007752,0.0003934487,0.0003668441,0.0003118538],"domain_scores_gemma":[0.9993599,0.00003024924,0.00007671515,0.0002716869,0.0001528429,0.000108603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001725555,0.0004312115,0.9648628,0.004229985,0.00005372159,0.000001013061,0.0001392016,0.000008568075,0.00001887717,0.000004085462,0.001270771,0.02880726],"study_design_scores_gemma":[0.002351006,0.000213179,0.9612917,0.03530669,0.000148169,3.531013e-7,0.0000222702,0.000007481289,0.0001687543,0.00001283616,0.0002560112,0.0002215539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785075,0.009401384,0.00002006873,0.0092953,0.0002156111,0.002314781,0.00004120499,0.00006665077,0.0001375527],"genre_scores_gemma":[0.9958841,0.001542356,0.00003343888,0.001024377,0.0001865016,0.001205882,0.000003921808,0.00001737067,0.0001020232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107671,"threshold_uncertainty_score":0.6254469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593297673662574,"score_gpt":0.3750408929418215,"score_spread":0.3391079162051958,"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."}}