{"id":"W4413799401","doi":"10.3389/fmala.2025.1582682","title":"Knowledge, beliefs and adherence to antimalarial medications among patients in the Ga East Municipality of Ghana","year":2025,"lang":"en","type":"article","venue":"Frontiers in Malaria","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Lethbridge","funders":"","keywords":"Malaria; Psychological intervention; Medicine; Incentive; Family medicine; Medication adherence; Phone; Disease; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004395047,0.0001605706,0.0003080801,0.0003972629,0.0005797098,0.0005157738,0.0001676716,0.000319583,0.001932299],"category_scores_gemma":[0.001915852,0.000183531,0.0001593206,0.0008642626,0.000392196,0.0004255683,0.0003420415,0.0004150506,0.0001437315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003453,"about_ca_system_score_gemma":0.0007695569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02281753,"about_ca_topic_score_gemma":0.03277795,"domain_scores_codex":[0.9997486,0.00009648941,0.00002414576,0.00002424348,0.00002669913,0.00007972369],"domain_scores_gemma":[0.999388,0.0001659381,0.0002608993,0.00001852409,0.00004222749,0.0001244093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007294113,0.0001380463,0.9865615,0.00007650517,0.00001999842,0.0005693805,0.006068854,0.0000277864,0.0002186825,0.00006615461,0.0002663024,0.005913807],"study_design_scores_gemma":[0.00002020805,0.0003094348,0.9801756,0.0001415472,0.00003541378,0.0007981432,0.01724223,0.000152548,0.00006336689,0.00006726818,0.0009834858,0.00001080506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993929,0.0001880338,0.000009228782,0.0001542599,0.000001489225,0.000005652358,0.00003359481,5.779883e-7,0.0002143409],"genre_scores_gemma":[0.9997016,0.0001462795,0.00002333356,0.00004246831,0.000001991325,0.000004479842,0.00001561211,2.428572e-7,0.00006402929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02281753,"threshold_uncertainty_score":0.04536945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227760359855373,"score_gpt":0.2947933318876321,"score_spread":0.2825157282890783,"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."}}