{"id":"W7117465297","doi":"10.29173/cjen537","title":"Individuals Experiencing Houselessness and Severe Frostbite in Edmonton and Calgary; a three-winter review","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frostbite; Logistic regression; Population; Emergency department; Injury prevention; Cold injury; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009217598,0.0004882989,0.0009256252,0.003795169,0.0005145721,0.001265803,0.001066979,0.0009065835,0.001629399],"category_scores_gemma":[0.003784569,0.0003032121,0.0006700711,0.005708914,0.0007295694,0.0007835755,0.0005820193,0.0005778446,0.0001824143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516016,"about_ca_system_score_gemma":0.005090616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1243342,"about_ca_topic_score_gemma":0.1683528,"domain_scores_codex":[0.999355,0.0001221212,0.0001586806,0.00008724428,0.0001924647,0.00008445496],"domain_scores_gemma":[0.9970255,0.001256188,0.0009712733,0.00003422493,0.0004784426,0.0002343822],"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":[0.0004856253,0.0001448154,0.1900261,0.1123977,0.001251603,0.0029195,0.002356489,0.0003425021,0.0002418672,0.0008991282,0.04347335,0.6454613],"study_design_scores_gemma":[0.00007060757,0.000236565,0.6667305,0.1768297,0.001997658,0.01057216,0.005698552,0.0001913778,0.0001305218,0.0003154267,0.1371435,0.00008342216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004319397,0.9947034,0.00001343678,0.0003048076,0.0001214949,0.000008009638,0.0000750875,0.000002271742,0.0004520102],"genre_scores_gemma":[0.03076654,0.9684066,0.00005594896,0.0003295498,0.0001836456,0.00001353184,0.0001280428,0.000001358122,0.0001149257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8756658,"threshold_uncertainty_score":0.2472209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313259199377015,"score_gpt":0.3129783954876683,"score_spread":0.2898458034938982,"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."}}