{"id":"W4312432050","doi":"10.2196/42250","title":"Remote Monitoring of Colorectal Cancer Survivors Using a Smartphone App and Internet of Things–Based Device: Development and Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Stoma care and complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Computer science; Software; Android (operating system); The Internet; Embedded system; Multimedia; World Wide Web; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007197767,0.0004591116,0.0007737999,0.001227268,0.0004955501,0.0008114096,0.0004431978,0.000533803,0.0007271247],"category_scores_gemma":[0.01442491,0.0002990122,0.001527922,0.0005481265,0.0004263574,0.0009937799,0.0007734071,0.0003895259,0.0001420216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127336,"about_ca_system_score_gemma":0.0009699982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006871763,"about_ca_topic_score_gemma":0.001713542,"domain_scores_codex":[0.9963462,0.002098555,0.0005228214,0.0002638049,0.0006116242,0.0001570258],"domain_scores_gemma":[0.9878371,0.00830567,0.0009050852,0.0003667163,0.002267834,0.0003176457],"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":[0.003341316,0.007835272,0.2654774,0.03078428,0.001480948,0.0031417,0.05305714,0.001394801,0.0268717,0.000635942,0.005062478,0.600917],"study_design_scores_gemma":[0.001414511,0.08689434,0.7504174,0.01104813,0.005281983,0.008118249,0.05651243,0.008643339,0.02331467,0.0007011986,0.04707912,0.0005747043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914588,0.002066396,0.002551351,0.0001974321,0.00003998076,0.001901378,0.0001406255,0.00006766668,0.001576438],"genre_scores_gemma":[0.9696269,0.003503845,0.02279795,0.0003621526,0.00004537801,0.00233408,0.0003221678,0.00003095491,0.0009765017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007197767,"threshold_uncertainty_score":0.03806591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721280746775047,"score_gpt":0.3550301538635333,"score_spread":0.3078173463957828,"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."}}