{"id":"W2151512706","doi":"10.1001/jama.288.22.2868","title":"Interventions to Enhance Patient Adherence to Medication Prescriptions","year":2002,"lang":"en","type":"review","venue":"JAMA","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1136,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Psychological intervention; CINAHL; Randomized controlled trial; MEDLINE; Medical prescription; PsycINFO; Cochrane Library; Medication adherence; Intervention (counseling); Physical therapy; Family medicine; Psychiatry; Internal medicine; Nursing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001698629,0.0002838329,0.0008759132,0.0002886269,0.00008022142,0.00004439613,0.0003718408,0.0002177917,0.006899278],"category_scores_gemma":[0.0008328059,0.0002387617,0.0004134024,0.0007431466,0.00003601647,0.0000806968,0.0001165662,0.0004400388,0.03174071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923974,"about_ca_system_score_gemma":0.0002143868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002184487,"about_ca_topic_score_gemma":0.000007380333,"domain_scores_codex":[0.9976404,0.00009678833,0.0009053614,0.000571854,0.000502394,0.0002831474],"domain_scores_gemma":[0.9978418,0.00006984304,0.0003246297,0.0009308582,0.0002387245,0.0005941932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003315207,0.0001378468,0.000001199922,0.007088728,0.00002370558,0.000004555384,0.0001126559,1.100385e-7,0.000001329417,0.00008092397,0.2042199,0.7883258],"study_design_scores_gemma":[0.000118146,0.0004673549,0.00003897039,0.06410844,0.0003285671,0.00003391273,0.00003421511,0.000003070616,0.000005549193,0.00001584015,0.9346483,0.0001975927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001308041,0.9784856,0.004805583,0.002334915,0.0006123679,0.002617268,0.0000567775,0.0001113306,0.01096307],"genre_scores_gemma":[0.00006024638,0.9511724,0.002402772,0.001899723,0.0003614936,0.002762311,0.0001681451,0.00003479734,0.04113812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7881282,"threshold_uncertainty_score":0.9940085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475398532887365,"score_gpt":0.4289215665726372,"score_spread":0.2813817132839007,"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."}}