{"id":"W3157967025","doi":"10.2196/26468","title":"Mobile Health–Based Thermometer for Monitoring Wound Healing After Endovascular Therapy in Patients With Chronic Foot Ulcer: Prospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Foot (prosody); Prospective cohort study; Cohort; Hazard ratio; Surgery; Wound care; Confidence interval; Internal medicine","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":[0.0008410867,0.000305155,0.0007469078,0.0002227167,0.0001944312,0.00005141537,0.00006612387,0.00006979928,0.0000308195],"category_scores_gemma":[0.000009684499,0.0002436285,0.00008269402,0.0003966882,0.00004369384,0.00009787027,0.00003634823,0.0002903008,0.000001660395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008743427,"about_ca_system_score_gemma":0.001166591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000269667,"about_ca_topic_score_gemma":0.0002357492,"domain_scores_codex":[0.9971646,0.000170812,0.0005583098,0.0007488115,0.000529118,0.0008283267],"domain_scores_gemma":[0.998695,0.00006701163,0.0001834937,0.0004662341,0.0001953864,0.0003929421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001483867,0.001842645,0.9436318,0.001654924,0.0001616973,0.00001206428,0.0009508888,0.00001185847,0.000001399238,0.00001253001,0.00003316132,0.05020318],"study_design_scores_gemma":[0.01517908,0.01668028,0.9656191,0.0002685259,0.00009210876,9.224706e-7,0.0004698099,0.00007456642,0.00002480821,0.00002109722,0.001372306,0.000197357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797838,0.004065589,0.0001816466,0.0004411153,0.0002302801,0.01515068,0.00001190607,0.00005961147,0.0000754041],"genre_scores_gemma":[0.9893519,0.0006508719,0.0009345044,0.0009090459,0.0002167614,0.007715489,0.00006131778,0.00006312453,0.00009698878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05000582,"threshold_uncertainty_score":0.9934883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220895283388165,"score_gpt":0.3447259021028664,"score_spread":0.3226363737640499,"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."}}