{"id":"W4399526019","doi":"10.56885/nxmw2913","title":"The True Cost Of Wounds For Canadians","year":2024,"lang":"en","type":"article","venue":"Wound Care Canada","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wound care; Health care; Medicine; Population; Chronic wound; Actuarial science; Medical emergency; Intensive care medicine; Business; Environmental health; Surgery; Economics; Wound healing; Economic growth","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":[0.00005950267,0.00008585421,0.0001351258,0.00002639058,0.0001630066,0.00002932513,0.00005571926,0.00003946477,0.00001808855],"category_scores_gemma":[0.00003768246,0.00005731812,0.0000583619,0.0001054938,0.00003776679,0.00001144071,0.000004733909,0.00008479696,0.000001856461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045445,"about_ca_system_score_gemma":0.004917715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9201928,"about_ca_topic_score_gemma":0.9956102,"domain_scores_codex":[0.9993083,0.000008460012,0.000138189,0.0001355758,0.0001796435,0.0002297562],"domain_scores_gemma":[0.9993176,0.0001866098,0.0000173736,0.0002049906,0.0001232566,0.0001501965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002619937,0.00004872133,0.009259989,0.002646932,0.001351297,0.000809076,0.00390529,0.00004553933,0.0001584176,0.02288624,0.7356244,0.2230021],"study_design_scores_gemma":[0.00036988,0.00009547856,0.001181452,0.000109667,0.0001319884,0.00002925604,0.001767349,0.00005101129,0.0001884014,0.0001044589,0.9959086,0.00006249778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720224,0.06831427,0.0002941196,0.03736116,0.01158492,0.004868896,0.003262408,0.0002053653,0.1020865],"genre_scores_gemma":[0.9890963,0.00003765666,0.00003871173,0.0004608497,0.0001608735,0.00008653964,0.00009273165,0.00001938187,0.01000696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2602841,"threshold_uncertainty_score":0.8723816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123926764682878,"score_gpt":0.2763018834538346,"score_spread":0.2650626158070058,"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."}}