{"id":"W4360949189","doi":"10.51731/cjht.2023.607","title":"Living With Type 2 Diabetes","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Diabetes Canada","keywords":"Reimbursement; Psychosocial; Medicine; Quality of life (healthcare); Type 2 diabetes; Polypharmacy; Type 1 diabetes; Diabetes mellitus; Nursing; Gerontology; Intensive care medicine; Psychiatry; Health care; Political science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003433924,0.0003543668,0.0003924855,0.001069239,0.003226277,0.002980873,0.0006329875,0.00158067,0.02466528],"category_scores_gemma":[0.01753111,0.0001703429,0.0007408776,0.001263029,0.001501749,0.003188587,0.002834079,0.003716186,0.002960324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007027058,"about_ca_system_score_gemma":0.0178431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08589438,"about_ca_topic_score_gemma":0.2057357,"domain_scores_codex":[0.9943679,0.00223941,0.0006668237,0.0005193015,0.001600638,0.0006059466],"domain_scores_gemma":[0.9924446,0.002453932,0.0008762548,0.0002630595,0.002541003,0.001421144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003615913,0.00001883034,0.002743254,0.002358994,0.00003536219,0.0004341644,0.007008201,0.00004033055,0.0001313101,0.01073824,0.836947,0.1395082],"study_design_scores_gemma":[0.000006367618,0.00001760177,0.001642385,0.002517842,0.00001980554,0.0002672127,0.002311136,0.00001203158,0.00002861882,0.0005886025,0.9925747,0.00001383636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01003276,0.1404612,0.003710476,0.5078697,0.03095151,0.001211966,0.008399744,0.0002142567,0.2971485],"genre_scores_gemma":[0.09277706,0.1642558,0.006460377,0.5992581,0.01355582,0.002877806,0.005740803,0.0002315168,0.1148427],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08589438,"threshold_uncertainty_score":0.1707888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818776541507773,"score_gpt":0.2793533771637474,"score_spread":0.2511656117486697,"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."}}