{"id":"W4390083870","doi":"10.1093/geroni/igad104.3272","title":"DEVELOPMENT AND VALIDATION OF THE NOVEL MEDICATION TAKING INSTRUMENT - FOUR FACETS OF ADHERENCE (MTI-4)","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Medicine; Psychological intervention; Scale (ratio); Content validity; Psychology; Clinical psychology; Family medicine; Nursing; Psychometrics","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":[0.03021363,0.0005061595,0.0007625039,0.002503761,0.0009071464,0.001250276,0.001523736,0.0009336135,0.002921443],"category_scores_gemma":[0.03440778,0.0005725878,0.001929157,0.00152772,0.0006477322,0.001077009,0.002019604,0.001680487,0.0007435987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144563,"about_ca_system_score_gemma":0.004805345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818805,"about_ca_topic_score_gemma":0.006593987,"domain_scores_codex":[0.9844044,0.006155717,0.002922049,0.0006611152,0.00534058,0.0005162008],"domain_scores_gemma":[0.9783214,0.007775121,0.003214258,0.001202113,0.00869654,0.0007906002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032055,0.002937994,0.7141784,0.0008502104,0.0003752569,0.0001466249,0.003498515,0.002086064,0.003688004,0.002110598,0.007070578,0.2620256],"study_design_scores_gemma":[0.0004294257,0.003267224,0.9663164,0.0006212837,0.000231152,0.0002760787,0.001719655,0.006560546,0.003721552,0.0009990886,0.01578276,0.00007495659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9236065,0.0007611611,0.03049977,0.001454011,0.0002547019,0.02231741,0.007232178,0.0003474044,0.01352692],"genre_scores_gemma":[0.7676277,0.001014575,0.1743686,0.0008716317,0.0001532555,0.04120585,0.009959303,0.0001281209,0.004670973],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03021363,"threshold_uncertainty_score":0.1597868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1491941403261372,"score_gpt":0.3500401960072501,"score_spread":0.2008460556811129,"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."}}