{"id":"W4416685563","doi":"10.1016/j.jcjd.2025.10.030","title":"Describing Emergency Shelter Policies and Practices that Impact Clients’ Diabetes Management: An Environmental Scan","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Diabetes mellitus; Emergency department; MEDLINE; Emergency response","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005334715,0.0002518323,0.0003273452,0.003202926,0.002091693,0.003544657,0.0009702825,0.001360921,0.006143948],"category_scores_gemma":[0.0209357,0.0003515349,0.0007572518,0.00696583,0.001521042,0.004059449,0.003098134,0.001871521,0.0003116154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005041612,"about_ca_system_score_gemma":0.01360886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05020242,"about_ca_topic_score_gemma":0.1384031,"domain_scores_codex":[0.9960772,0.00171137,0.0006554864,0.0001841518,0.0006360619,0.000735669],"domain_scores_gemma":[0.9679945,0.02332664,0.003999208,0.0006851295,0.003261811,0.0007327498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003898839,0.0009474129,0.5187451,0.007049804,0.0003822975,0.004316399,0.08234894,0.002503323,0.0006460379,0.0222269,0.03697043,0.3234735],"study_design_scores_gemma":[0.0000583213,0.0003307488,0.4032625,0.02141806,0.0005078893,0.003438874,0.3307341,0.001253108,0.001117953,0.0096601,0.2280994,0.0001189526],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8105057,0.02473421,0.002800847,0.08610882,0.0002734134,0.0003145424,0.005351026,0.00007597675,0.06983538],"genre_scores_gemma":[0.9645665,0.02003547,0.003673195,0.007661626,0.0001128557,0.0003082138,0.00122257,0.00005654171,0.002363134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05020242,"threshold_uncertainty_score":0.09982044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109177194204547,"score_gpt":0.2952323058492158,"score_spread":0.2641405339071703,"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."}}