{"id":"W4308515894","doi":"10.5334/ijic.icic22094","title":"Perceived Impacts, Facilitators and Barriers, and Recommendations to Support Diabetes Self-Management for Older Persons in Canada Through the Aging, Community and Health Research Unit – Community Partnership Program (ACHRU-CPP)","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"General partnership; Unit (ring theory); Medicine; Psychology; Political science","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":[0.002516204,0.0002049264,0.0004152283,0.0007116046,0.002762615,0.001973791,0.001037422,0.0006040383,0.002936188],"category_scores_gemma":[0.008946858,0.0002271062,0.000550302,0.0009361798,0.0004841522,0.0007032737,0.001873563,0.001416558,0.0001537045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266776,"about_ca_system_score_gemma":0.05889767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9078373,"about_ca_topic_score_gemma":0.9656774,"domain_scores_codex":[0.9986095,0.0002306978,0.0001067016,0.00006095243,0.0005149606,0.0004771387],"domain_scores_gemma":[0.995261,0.0005759902,0.000560998,0.00004235465,0.0008959885,0.002663701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002121364,0.00208618,0.8457974,0.000577819,0.0001445737,0.0001677268,0.01460725,0.0001942872,0.0001708745,0.0003585028,0.01186708,0.1238161],"study_design_scores_gemma":[0.00006669733,0.000190778,0.9768316,0.0009287476,0.0001370621,0.00004910936,0.01761139,0.0004910224,0.00007168433,0.0001033825,0.003489328,0.00002914974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848835,0.001798948,0.00009637554,0.007555735,0.0000667535,0.0002445013,0.0010784,0.00001446617,0.004261331],"genre_scores_gemma":[0.9931738,0.002581122,0.0009692147,0.0007249577,0.00002380543,0.0001328795,0.0007125523,0.000005404018,0.00167626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09216273,"threshold_uncertainty_score":0.1854109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08437351107607056,"score_gpt":0.4111834902074807,"score_spread":0.3268099791314102,"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."}}