{"id":"W4386699170","doi":"10.56885/vpqo61192","title":"Advancing Wound Care And Lower Limb Preservation In Northwestern Ontario Through Dedicated People, Pathways And Technology","year":2023,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Amputation; Wound care; Triage; Medicine; Geography; Medical emergency; Surgery; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006324463,0.0001256786,0.00009534243,0.0004066733,0.006025078,0.001906794,0.0005186484,0.0003504996,0.006786235],"category_scores_gemma":[0.001144062,0.0001397774,0.0001334147,0.0006160223,0.001681043,0.0005020763,0.002394266,0.0006073172,0.0003863845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01884979,"about_ca_system_score_gemma":0.0917447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8967277,"about_ca_topic_score_gemma":0.9846444,"domain_scores_codex":[0.9993073,0.0001327566,0.00002412923,0.00003763095,0.0002092462,0.0002888501],"domain_scores_gemma":[0.997667,0.0001093184,0.0001529053,0.00004501676,0.0003906396,0.001635083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003074811,0.0007701281,0.3722992,0.0009388973,0.00003717603,0.004815015,0.05804277,0.0009793873,0.009112056,0.01415011,0.09998085,0.438567],"study_design_scores_gemma":[0.00007832905,0.0004269835,0.4918556,0.0007802527,0.00004185429,0.001379291,0.05198544,0.0009514947,0.001014781,0.002449922,0.4489649,0.00007123675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925226,0.005289377,0.003662686,0.05627581,0.0003991684,0.0005291321,0.0004732772,0.0002239743,0.1406239],"genre_scores_gemma":[0.9280674,0.004391092,0.00596561,0.004251439,0.00007456127,0.0001576503,0.0002006149,0.00003218802,0.05685952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032723,"threshold_uncertainty_score":0.2077609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936518661490198,"score_gpt":0.269699999381449,"score_spread":0.250334812766547,"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."}}