{"id":"W4214806101","doi":"10.5334/ijic.5978","title":"Community Volunteers and Primary Care Providers Supporting Older Adults in System Navigation: A Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; McMaster University","funders":"","keywords":"Focus group; Primary care; Nursing; Intervention (counseling); Medicine; Psychology; Family medicine; Medical education; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117539,0.0001272263,0.0002729449,0.0004574256,0.0001183512,0.00006332665,0.0002733442,0.00003149922,0.00004102007],"category_scores_gemma":[0.0001382298,0.000113455,0.00008519944,0.0002593451,0.00002823542,0.0002043196,0.0001424927,0.0007764799,7.615427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272927,"about_ca_system_score_gemma":0.0003967221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009291944,"about_ca_topic_score_gemma":0.00009332249,"domain_scores_codex":[0.997974,0.0005901977,0.0006113815,0.0001268993,0.0005647512,0.0001327394],"domain_scores_gemma":[0.9980932,0.00008033303,0.0003941453,0.0001288225,0.001233546,0.00006992059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001242996,0.0009293457,0.570752,0.001213547,0.0006690745,0.0004282505,0.1914342,0.0001953851,0.0005085859,0.00004363737,0.0009355711,0.2316474],"study_design_scores_gemma":[0.002571645,0.0006387309,0.1323091,0.001154396,0.0001077616,0.0001370497,0.862115,0.0001984326,0.0001740124,0.000005104907,0.0004993596,0.00008938066],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960914,0.0006594515,0.00008508794,0.0002861576,0.001397739,0.000497741,0.00001903139,0.00002144747,0.0009419721],"genre_scores_gemma":[0.9980903,0.000003742858,0.00111162,0.0001536407,0.00008390952,0.00004342592,0.0004199617,0.00001659253,0.00007676765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6706808,"threshold_uncertainty_score":0.5943625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193499314671343,"score_gpt":0.3335398860113452,"score_spread":0.3216048928646318,"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."}}