{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105432,0.0003974335,0.0003688343,0.002301238,0.002674328,0.003949147,0.001005341,0.001058414,0.01208979],"category_scores_gemma":[0.01045226,0.0002680928,0.0008632216,0.004529962,0.0009931116,0.00126883,0.001170086,0.001844032,0.0006850561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07244124,"about_ca_system_score_gemma":0.07023441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981333,"about_ca_topic_score_gemma":0.9820691,"domain_scores_codex":[0.9971205,0.0002191874,0.00006803831,0.0001210944,0.001752557,0.0007187514],"domain_scores_gemma":[0.9953799,0.0002865951,0.00032923,0.0001187235,0.002853605,0.001031838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004065541,0.00009058857,0.1292907,0.0008096834,0.0005558431,0.0006725555,0.0007644774,0.003947955,0.0005166154,0.1982993,0.4046943,0.2599515],"study_design_scores_gemma":[0.0001335912,0.0001235434,0.3311997,0.002824844,0.0006844943,0.002406407,0.004648089,0.008085172,0.0004763026,0.03354899,0.6156051,0.0002637416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2037014,0.08611984,0.003264271,0.2759377,0.004196565,0.0001778328,0.05403413,0.0002698137,0.3722984],"genre_scores_gemma":[0.890403,0.05712755,0.002428568,0.01027752,0.0009457038,0.00006889785,0.008763469,0.0001016837,0.02988352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07244124,"threshold_uncertainty_score":0.5256004,"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."}}