{"id":"W4392258759","doi":"10.56885/bjri9192","title":"A foot health pathway for people living with diabetes: Integrating a population health approach","year":2022,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population health; Foot (prosody); Diabetes mellitus; Diabetic foot; Population; Medicine; Physical medicine and rehabilitation; Gerontology; Environmental health; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243796,0.0001473645,0.0004117438,0.0002370187,0.0008336724,0.0001172784,0.000139061,0.00001937999,0.00007668394],"category_scores_gemma":[0.0001572231,0.0001203515,0.0001020906,0.0003753664,0.000008989118,0.000309028,0.00009195544,0.0003765885,4.030835e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004552419,"about_ca_system_score_gemma":0.0003812854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007922355,"about_ca_topic_score_gemma":0.00007182342,"domain_scores_codex":[0.9979519,0.0002505183,0.0005427613,0.0002350998,0.0006034611,0.0004162273],"domain_scores_gemma":[0.9987666,0.0001261562,0.0005819179,0.0002009619,0.0001276222,0.0001967226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004965333,0.002437594,0.8877264,0.01359126,0.0007056158,0.000003028229,0.01679324,0.00475768,0.00009885286,0.01168041,0.02574642,0.03596302],"study_design_scores_gemma":[0.006188084,0.01709416,0.8144785,0.003279475,0.0001929128,0.00007898163,0.02535249,0.1153665,0.00001204797,0.001605909,0.01574336,0.0006075435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6680894,0.00107141,0.2630093,0.0573658,0.000688979,0.007117759,0.00002960039,0.0002682197,0.002359535],"genre_scores_gemma":[0.9654568,0.00001547198,0.02761464,0.00470947,0.0002259047,0.0006056275,0.0002331276,0.00003943373,0.001099459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973675,"threshold_uncertainty_score":0.6412018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212380253890083,"score_gpt":0.2974866442676682,"score_spread":0.2653628417287673,"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."}}