{"id":"W6991910066","doi":"","title":"From information to action: Exploring health information use among older adults with diabetes in Canada","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Diabetes mellitus; Health information; Information system; MEDLINE; Population; Public health","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":[0.001860794,0.0003080069,0.0006851619,0.001606438,0.006531999,0.004289475,0.001697736,0.001268816,0.003202333],"category_scores_gemma":[0.009289211,0.0005556481,0.0008604435,0.005709412,0.001355215,0.001584269,0.002541047,0.002825343,0.0003578583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04245797,"about_ca_system_score_gemma":0.07148419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942811,"about_ca_topic_score_gemma":0.9974655,"domain_scores_codex":[0.9978914,0.0002443779,0.0001830138,0.0001814833,0.0008834669,0.000616335],"domain_scores_gemma":[0.9924362,0.00121502,0.001112106,0.0001050497,0.003160147,0.001971457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000865222,0.0003290243,0.9155264,0.0001426917,0.00006962699,0.0001257446,0.06311554,0.00008956718,0.0001329067,0.0002334665,0.003811495,0.01633698],"study_design_scores_gemma":[0.00001425858,0.00006622334,0.8849409,0.0002300617,0.00006489999,0.00004022909,0.1095359,0.0003018402,0.00007059334,0.00007926697,0.004618119,0.00003774065],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904054,0.0008107079,0.00007565119,0.002558846,0.00002946264,0.0001440148,0.001443482,0.000005171048,0.004527254],"genre_scores_gemma":[0.9917441,0.001842304,0.0004500332,0.001408336,0.00001648469,0.0001045389,0.0008500501,0.00001159656,0.003572494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04245797,"threshold_uncertainty_score":0.3080556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827391336046085,"score_gpt":0.2195980845374642,"score_spread":0.2013241711770033,"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."}}