{"id":"W4407285087","doi":"10.1093/jcag/gwae059.079","title":"A79 EAT, SLEEP, WORK, REPEAT! WEARABLES AND APPS TO TRACK IBD PATIENTS’ SYMPTOMS, DIET, SLEEP, AND PHYSICAL ACTIVITY","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sleep (system call); Physical activity; Wearable computer; Medicine; Work (physics); Track (disk drive); Gerontology; Physical therapy; Physical medicine and rehabilitation; Psychology; Computer science; Engineering; Embedded system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005686594,0.0004045912,0.0004507723,0.0006741683,0.0003818494,0.000634839,0.0002753017,0.000305697,0.007836037],"category_scores_gemma":[0.001747046,0.0002440643,0.0004778903,0.0004420317,0.00009914734,0.0005333117,0.0006900284,0.0003109062,0.002191609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128887,"about_ca_system_score_gemma":0.0002343067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399638,"about_ca_topic_score_gemma":0.003488055,"domain_scores_codex":[0.9997359,0.00007905513,0.00004042076,0.0000615941,0.00004676212,0.00003627259],"domain_scores_gemma":[0.9990913,0.0002672985,0.0002401838,0.0000720601,0.0001657122,0.0001634452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001981311,0.001550438,0.6017209,0.0007667887,0.0002043856,0.0002168859,0.000883365,0.0001781352,0.007937716,0.00009653058,0.01589837,0.3685652],"study_design_scores_gemma":[0.0003859354,0.00416213,0.971166,0.000298147,0.0003007893,0.0008145974,0.0008397637,0.001557325,0.002438577,0.00009383472,0.017884,0.00005889632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9799355,0.001844064,0.002708413,0.0006422345,0.0001051128,0.0006941364,0.005596375,0.0008822127,0.007591885],"genre_scores_gemma":[0.9767676,0.001477528,0.01193067,0.000566104,0.0001126592,0.001123835,0.002869837,0.00002999271,0.005121692],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007836037,"threshold_uncertainty_score":0.02621418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006942089894005901,"score_gpt":0.2477262024783121,"score_spread":0.2407841125843062,"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."}}