{"id":"W2944755240","doi":"10.1177/2333721419845179","title":"Demonstrating a Technology-Mediated Intervention to Support Medication Adherence in Community-Dwelling Older Adults in Primary Care: A Feasibility Study","year":2019,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Frailty Network","keywords":"Medicine; Intervention (counseling); Primary care; Pharmacist; Family medicine; Physical therapy; Gerontology; Nursing; Pharmacy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001709374,0.0002114879,0.0007007609,0.0006333513,0.00007202652,0.000004446085,0.000219648,0.0002578936,0.0005271256],"category_scores_gemma":[0.0006768691,0.0001830559,0.00002939959,0.0009858875,0.0001703423,0.00008882589,0.00009091283,0.0008655432,0.0001042296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904306,"about_ca_system_score_gemma":0.0001826844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000860766,"about_ca_topic_score_gemma":0.001415781,"domain_scores_codex":[0.9975616,0.0003743454,0.0009161249,0.0005116552,0.0002875731,0.00034867],"domain_scores_gemma":[0.998614,0.0002646479,0.0002446096,0.0005653036,0.0001360448,0.000175462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005303463,0.000748112,0.9400916,0.0006191278,0.00001581891,0.00003534115,0.009450743,8.136515e-7,0.0003499241,0.00001700469,0.0001098634,0.04803132],"study_design_scores_gemma":[0.01046515,0.003794182,0.9478578,0.0013471,0.00004372664,0.00006580265,0.03602898,0.000117203,0.00001916041,0.00006758396,0.00004809404,0.0001452304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919716,0.001527847,0.0003295586,0.001653902,0.0002714678,0.002576097,0.00000185612,0.00006555364,0.001602186],"genre_scores_gemma":[0.9982985,0.00008257105,0.0003965464,0.0006110733,0.00004671706,0.0002483097,0.0001124457,0.0000105153,0.0001933568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04788609,"threshold_uncertainty_score":0.7464802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606362204830455,"score_gpt":0.3369311121167818,"score_spread":0.3008674900684772,"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."}}