{"id":"W4242417849","doi":"10.32920/14639502.v1","title":"Challenges of Diabetes Self-Management in Adults Affected by Food Insecurity in a Large Urban Centre of Ontario, Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Metropolitan University","funders":"","keywords":"Thematic analysis; Qualitative research; Agency (philosophy); Food insecurity; Gerontology; Psychological resilience; Population; Diabetes mellitus; Medicine; Psychology; Environmental health; Nursing; Food security; Sociology; Social psychology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000651258,0.0001875737,0.0003021487,0.0004079224,0.01346015,0.002012431,0.0009098849,0.0004222818,0.003769455],"category_scores_gemma":[0.001495089,0.0002533522,0.0002192296,0.001389642,0.002527614,0.0005055879,0.001779415,0.000816528,0.0001556512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03738156,"about_ca_system_score_gemma":0.0573966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831204,"about_ca_topic_score_gemma":0.9948844,"domain_scores_codex":[0.9990218,0.0001755857,0.00003043603,0.0000855234,0.0001556529,0.0005309785],"domain_scores_gemma":[0.9979512,0.0002675871,0.0002344515,0.00003519734,0.0003765524,0.001135046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002277558,0.0001723692,0.3598617,0.0003939626,0.00003513893,0.006394008,0.5861276,0.0001678906,0.001514409,0.001269441,0.01265884,0.03117681],"study_design_scores_gemma":[0.00001770791,0.0000754275,0.29125,0.0002877362,0.00001752205,0.0006140903,0.6879362,0.0001207263,0.0001088693,0.0001435395,0.01939352,0.00003458203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898098,0.000628545,0.00008105586,0.003039028,0.00002531976,0.00005684215,0.0002276224,0.00000568445,0.006126162],"genre_scores_gemma":[0.996051,0.0006947325,0.0001667227,0.0007432012,0.000008681121,0.00003486026,0.00008559408,0.000005286397,0.002209969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03738156,"threshold_uncertainty_score":0.2712235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617613918551319,"score_gpt":0.3298959228721023,"score_spread":0.2837197836865891,"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."}}