{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597606,0.0002272599,0.0004006563,0.0005689939,0.0004450778,0.0006091589,0.0005779171,0.0004513132,0.0007253108],"category_scores_gemma":[0.004347762,0.0003200187,0.0004860865,0.001433155,0.0003315753,0.0004886092,0.0005936439,0.0009565044,0.0001627285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327146,"about_ca_system_score_gemma":0.0004707212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009855508,"about_ca_topic_score_gemma":0.01194754,"domain_scores_codex":[0.9984799,0.0006648636,0.0001775979,0.000243176,0.0002633708,0.0001711087],"domain_scores_gemma":[0.9959183,0.0007825816,0.002220483,0.0003734584,0.000309545,0.0003956911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000260579,0.00002676784,0.9996161,0.000003358318,0.00002119666,0.000009692117,0.00003487923,0.000007784366,0.00002238301,0.000002949069,0.0000301359,0.0001985888],"study_design_scores_gemma":[0.000004245645,0.00008448109,0.9994306,0.000005230516,0.00001317837,0.00007107301,0.0001793994,0.0001317537,0.00001202731,0.000007197847,0.00005914673,0.000001737232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992802,0.000111795,0.00007400841,0.00003579397,0.000003556956,0.000009955621,0.0003376062,0.000001797572,0.0001453194],"genre_scores_gemma":[0.999473,0.00006127849,0.00007067547,0.00002453744,0.000006624234,0.00001036462,0.0003203686,0.000001250345,0.00003182098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009855508,"threshold_uncertainty_score":0.01959628,"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."}}