{"id":"W4283811516","doi":"10.1186/s12875-022-01727-6","title":"Effectiveness and cost-effectiveness of an intervention to improve Initial Medication Adherence to treatments for cardiovascular diseases and diabetes in primary care: study protocol for a pragmatic cluster randomised controlled trial and economic model (the IMA-cRCT study)","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Català de la Salut; European Commission; Crohn's and Colitis Foundation of Canada","keywords":"Medicine; Protocol (science); Cluster randomised controlled trial; Randomized controlled trial; Intervention (counseling); Cluster (spacecraft); Diabetes mellitus; Medication adherence; Primary care; Physical therapy; Alternative medicine; Family medicine; Internal medicine; Computer science; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001603718,0.000212735,0.0009880539,0.0001293935,0.0001461646,0.0000280472,0.0001250174,0.00003539121,0.000003680416],"category_scores_gemma":[0.0002536378,0.0001604392,0.0001961858,0.00008693001,0.000050134,0.0001267169,0.0001432998,0.00007793025,2.720071e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017419,"about_ca_system_score_gemma":0.0004015106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006415665,"about_ca_topic_score_gemma":0.00002827583,"domain_scores_codex":[0.9972909,0.001211559,0.000498204,0.0005548451,0.0002724332,0.0001720558],"domain_scores_gemma":[0.9981742,0.0009763521,0.000190056,0.0003751181,0.0001456212,0.0001386395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8751541,0.00262796,0.04433744,0.01006157,0.001084417,0.000002098966,0.003240017,0.000942227,0.0005555986,0.000003496709,0.00001137352,0.06197969],"study_design_scores_gemma":[0.7934679,0.0174078,0.1796622,0.0003927255,0.001328888,0.000001427241,0.00350631,0.003901183,0.0001052801,0.000043608,0.000008840405,0.0001738185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6169978,0.0001612668,0.001354988,0.000006975932,0.00005723115,0.3813245,0.00007934042,0.00001011074,0.000007791424],"genre_scores_gemma":[0.5126996,6.802707e-7,0.0001257754,0.00002930473,0.00002296218,0.4870312,0.00007459206,0.00001227657,0.000003544531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353247,"threshold_uncertainty_score":0.6542522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928137082250418,"score_gpt":0.3569267325989439,"score_spread":0.3276453617764397,"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."}}