{"id":"W2782722866","doi":"10.1002/14651858.cd012042.pub2","title":"Providing physicians with feedback on medication adherence for people with chronic diseases taking long-term medication","year":2018,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Psychological intervention; Intervention (counseling); Medication adherence; Adverse effect; Randomized controlled trial; Health care; Clinical trial; Medication therapy management; Intensive care medicine; Meta-analysis; Family medicine; Physical therapy; Pharmacy; Nursing; Pharmacist; Internal medicine","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":[0.01693128,0.001035801,0.007086648,0.007633456,0.0008303433,0.002460177,0.002117482,0.004718969,0.01141478],"category_scores_gemma":[0.09237184,0.0006776808,0.00460649,0.008137053,0.0009977225,0.002738175,0.001225459,0.001779531,0.0006675476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276029,"about_ca_system_score_gemma":0.009430617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005526931,"about_ca_topic_score_gemma":0.01112094,"domain_scores_codex":[0.9851088,0.006743597,0.005234033,0.0007083801,0.001930345,0.0002748074],"domain_scores_gemma":[0.8964561,0.08084139,0.01690917,0.0008214532,0.004114391,0.0008574351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001895624,0.00009677988,0.0009820027,0.9138423,0.003023482,0.00008112075,0.0002967407,0.00006788475,0.0001631833,0.0002281199,0.003007716,0.07631508],"study_design_scores_gemma":[0.006235306,0.001290663,0.008026125,0.9360108,0.02896224,0.0002186923,0.0003484221,0.00011738,0.0003143488,0.0003929062,0.01801863,0.00006464306],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006837359,0.9837744,0.0003999506,0.00166006,0.0005641046,0.002600889,0.001384405,0.00005542048,0.002723318],"genre_scores_gemma":[0.0684009,0.911903,0.005345342,0.003469814,0.0006550421,0.008313738,0.001165377,0.00002235019,0.0007244746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01693128,"threshold_uncertainty_score":0.08954221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381849455395719,"score_gpt":0.406557577824413,"score_spread":0.2683726322848411,"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."}}