{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001733121,0.00008676554,0.0002402173,0.00006761237,0.00007321247,0.000004412537,0.00005341759,0.0000204901,0.00006649314],"category_scores_gemma":[0.00001222316,0.00008367254,0.00002337953,0.0002232343,0.00005690321,0.0000312307,0.0001113562,0.0001118465,7.632784e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457674,"about_ca_system_score_gemma":0.0002843167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037121,"about_ca_topic_score_gemma":0.0008472714,"domain_scores_codex":[0.9991878,0.00004171053,0.0002371012,0.0002077558,0.0002239242,0.0001017657],"domain_scores_gemma":[0.9995474,0.00005220708,0.0001179726,0.0001262218,0.0001067031,0.00004951586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000237382,0.0001710852,0.9573069,0.0001599273,0.00008254774,0.000002147782,0.008701034,0.00003449849,0.0098745,0.000001568191,0.00001291905,0.02341549],"study_design_scores_gemma":[0.0009118542,0.0002011019,0.9752778,0.0001220787,0.00007420872,0.000005222528,0.003538313,0.001872211,0.01742937,0.000003773881,0.0004719146,0.00009219076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981949,0.0009015999,0.00006812753,0.00006339185,0.0001278249,0.0005676636,0.000008988838,0.000016273,0.00005126296],"genre_scores_gemma":[0.9981682,0.000009158351,0.001504002,0.0000434766,0.00002306201,0.0002027463,0.000002040304,0.00001071703,0.00003661151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0233233,"threshold_uncertainty_score":0.9962188,"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."}}