{"id":"W4394967828","doi":"10.2196/53083","title":"Remote Foot Temperature Monitoring Among Veterans: Large Observational Study of Noncompliance and Its Correlates","year":2024,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Preprint; Observational study; Foot (prosody); Compliance (psychology); Medicine; Psychology; Computer science; Internal medicine; World Wide Web; Art; Social psychology","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":[0.0001874173,0.0001610118,0.0002764362,0.0001170371,0.00005580862,0.00007955206,0.0000751231,0.00006105199,0.00003663503],"category_scores_gemma":[0.00002282819,0.0001365469,0.00005118827,0.0002583666,0.00002437654,0.0001824726,0.00007657364,0.0001917724,0.000008990474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852317,"about_ca_system_score_gemma":0.00002193207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005424617,"about_ca_topic_score_gemma":0.000002915371,"domain_scores_codex":[0.9989012,0.00002568582,0.0002517841,0.00029777,0.0002889562,0.0002346056],"domain_scores_gemma":[0.9995294,0.0001046401,0.00004457464,0.0001732786,0.00007800566,0.00007013039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001747602,0.0003831769,0.9834114,0.001074161,0.0003453645,0.00002380788,0.001218065,0.000006843947,0.00823139,0.0003198766,0.0007964072,0.004172012],"study_design_scores_gemma":[0.001116615,0.0006624836,0.9879544,0.001322646,0.0001639896,5.122562e-7,0.0007830135,0.004868187,0.001704509,0.00009172352,0.001185399,0.0001465146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951892,0.002401626,0.000002789159,0.0002708051,0.0004947609,0.0009327743,0.000009511238,0.0001002665,0.0005982268],"genre_scores_gemma":[0.9980825,0.00004076902,0.0001543206,0.00004535083,0.000180869,0.00007215269,0.0000180373,0.00002556485,0.001380438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006526881,"threshold_uncertainty_score":0.5568222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734601790651825,"score_gpt":0.3388850520600544,"score_spread":0.2915390341535362,"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."}}