{"id":"W2406298188","doi":"10.1016/j.jval.2016.03.1279","title":"PREDICTING NON-INSULIN ANTIDIABETIC DRUG ADHERENCE USING A THEORETICAL FRAMEWORK BASED ON THE THEORY OF PLANNED BEHAVIOR IN ADULTS WITH TYPE 2 DIABETES: A PROSPECTIVE STUDY","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Theory of planned behavior; Medicine; Diabetes mellitus; Type 2 diabetes; Psychological intervention; Psychology; Clinical psychology; Control (management); Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002051206,0.0001868852,0.0003610232,0.0002102641,0.00009259151,0.000006551834,0.0002432266,0.0001092124,0.0003750748],"category_scores_gemma":[0.0002848599,0.0001058518,0.00005101646,0.000623925,0.0002627377,0.00004476728,0.00002901262,0.0005171341,0.00001328826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824324,"about_ca_system_score_gemma":0.000265749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260886,"about_ca_topic_score_gemma":0.0002049301,"domain_scores_codex":[0.9965194,0.001540524,0.000694665,0.0004263182,0.0002517676,0.0005673378],"domain_scores_gemma":[0.9977775,0.001240881,0.0002817853,0.0004976737,0.00007981661,0.0001223507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002170485,0.002946422,0.9823437,0.00007299496,0.000008163553,0.0000149432,0.00710168,0.0000218316,0.000004279142,0.003691348,0.00001209091,0.001612025],"study_design_scores_gemma":[0.002336741,0.009789956,0.973804,0.005883731,0.00002124141,0.000001003893,0.00530627,0.00129684,0.00005201529,0.001368237,4.303226e-7,0.0001395501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962356,0.00008835613,0.00007534809,0.0001711582,0.0002713214,0.002807,0.0002523377,0.00002545575,0.00007343092],"genre_scores_gemma":[0.9990581,0.000003735128,0.0002977045,0.0001643365,0.00002800355,0.0004121872,0.000005602934,0.00002563028,0.000004656307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008539753,"threshold_uncertainty_score":0.4316509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04699115807319104,"score_gpt":0.3628699931791305,"score_spread":0.3158788351059395,"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."}}