{"id":"W4317207876","doi":"10.3390/pharmacy11010018","title":"Exploring the Value of Real-Time Medication Adherence Monitoring: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Institute of Aging; Research Institute for Aging; University of Waterloo","funders":"University of Waterloo","keywords":"Thematic analysis; Qualitative research; Qualitative property; Value (mathematics); Product (mathematics); Medicine; Knowledge management; Psychology; Nursing; Applied psychology; Business; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008927522,0.00008803962,0.000176443,0.00007446039,0.00007295521,0.000005871779,0.0001965258,0.0000083277,0.0003651708],"category_scores_gemma":[0.000249963,0.00006151381,0.00004096523,0.0006068989,0.00007338945,0.0001216553,0.00004585326,0.0001374956,0.001738887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000244889,"about_ca_system_score_gemma":0.000112798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000233001,"about_ca_topic_score_gemma":2.400333e-7,"domain_scores_codex":[0.998664,0.000184583,0.0002995907,0.0001868535,0.0005105805,0.0001544256],"domain_scores_gemma":[0.9989933,0.0003293371,0.0001391456,0.0003154968,0.0001242821,0.00009841621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006650536,0.001807543,0.09859058,0.0005099224,0.0007115196,0.00007328648,0.5320543,0.00003240872,0.2338194,0.001562746,0.02917842,0.1009948],"study_design_scores_gemma":[0.007564845,0.001050305,0.602334,0.0009348367,0.0005106856,0.00001788761,0.2860187,0.005034192,0.08684683,0.001089578,0.008141248,0.0004568955],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944589,0.00004744183,0.00003572902,0.001801579,0.0002988829,0.0005555711,0.00000215287,0.0001262935,0.002673407],"genre_scores_gemma":[0.9961501,0.0005887412,0.00009552178,0.00005235281,0.0002026279,0.0004504851,0.000008051984,0.00001111303,0.002440965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5037434,"threshold_uncertainty_score":0.9990384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4177650580857079,"score_gpt":0.498989023219238,"score_spread":0.08122396513353014,"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."}}