{"id":"W2509749056","doi":"10.1080/10400435.2016.1219884","title":"Pillbox use, satisfaction, and effectiveness among persons with chronic health conditions","year":2016,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Wisconsin-Milwaukee","keywords":"Medical prescription; Medication adherence; Patient satisfaction; Intervention (counseling); Variety (cybernetics); Medicine; Psychology; Family medicine; Nursing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"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":[0.001265788,0.0001330191,0.0003367111,0.0006195994,0.0006281763,0.0009407185,0.0002068204,0.0003696953,0.002075427],"category_scores_gemma":[0.005353527,0.0001172902,0.0004915089,0.0005956988,0.0003255739,0.0004707937,0.0004710763,0.0003486423,0.0001282079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007534595,"about_ca_system_score_gemma":0.0005258692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02466944,"about_ca_topic_score_gemma":0.03901729,"domain_scores_codex":[0.998973,0.000393908,0.0000960133,0.00006115154,0.0003179538,0.0001580137],"domain_scores_gemma":[0.9975734,0.0009676731,0.0007733488,0.0000621464,0.0003188784,0.0003045549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002238043,0.000220332,0.9767428,0.00009504538,0.00009878642,0.00005611738,0.002046593,0.00003650844,0.0002478687,0.00003509636,0.0002403079,0.01995669],"study_design_scores_gemma":[0.000007499048,0.0001825818,0.9976636,0.00001574143,0.00002327425,0.00004624304,0.001671262,0.0001079982,0.00004067839,0.0000113343,0.0002251878,0.000004708969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984761,0.000345239,0.0000531032,0.00006971216,0.000002974966,0.00001392107,0.0001484676,0.000002586722,0.0008879955],"genre_scores_gemma":[0.999297,0.0001708548,0.0001127055,0.00007524142,0.000005664588,0.00001335929,0.0001276676,0.000001013365,0.0001962826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02466944,"threshold_uncertainty_score":0.0490517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941373433268775,"score_gpt":0.3015696726135219,"score_spread":0.2821559382808342,"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."}}