{"id":"W4408981078","doi":"10.1111/iwj.70179","title":"Drop‐In Wound Care: Calgary's Wound Care Model Centred Around People Experiencing Homelessness","year":2025,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Disadvantaged; Wound care; Health care; Multidisciplinary approach; Emergency department; Ambulance service; Family medicine; Nursing; Medical emergency; Emergency medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003654643,0.0003545491,0.0007396011,0.0005551609,0.001560216,0.0003163212,0.0007874139,0.0004040051,0.0006166939],"category_scores_gemma":[0.0001884685,0.0003414328,0.0002196217,0.0004836214,0.00009504424,0.0006063976,0.0002662933,0.001639236,0.00007136517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090793,"about_ca_system_score_gemma":0.001543514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002706162,"about_ca_topic_score_gemma":0.03492789,"domain_scores_codex":[0.996311,0.0003401684,0.001146067,0.00046807,0.0008764371,0.0008582257],"domain_scores_gemma":[0.997593,0.0003247093,0.0003999599,0.0002854765,0.001156327,0.0002405174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003221506,0.0002153058,0.3036459,0.0003644704,0.0002155539,0.0001732062,0.662651,0.002603381,0.0002906368,0.02040559,0.0002822412,0.008830525],"study_design_scores_gemma":[0.002959468,0.00003445268,0.03239581,0.0006939368,0.0000422972,0.000005377831,0.9401,0.005366828,0.00005699401,0.006690023,0.01119254,0.0004623373],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542127,0.002988112,0.003674554,0.0005924815,0.006267687,0.000565739,0.00004049758,0.00006789567,0.03159039],"genre_scores_gemma":[0.9947258,0.0003923798,0.0003223306,0.0002829124,0.001111855,0.0001419848,0.00007242498,0.00004754538,0.002902806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774489,"threshold_uncertainty_score":0.9999038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961625171883907,"score_gpt":0.3802442243654067,"score_spread":0.3506279726465676,"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."}}