{"id":"W2037174754","doi":"10.1186/1471-2458-13-909","title":"What the newspapers say about medication adherence: a content analysis","year":2013,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Newspaper; Medicine; Family medicine; Population; Public health; Content analysis; Advertising; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009403688,0.000341116,0.0009013076,0.01697665,0.001087862,0.003026104,0.0005463684,0.000641738,0.003179515],"category_scores_gemma":[0.05455393,0.000404437,0.0007969076,0.01702316,0.00128685,0.002837404,0.002068025,0.0006296157,0.0003573111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166689,"about_ca_system_score_gemma":0.002350086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133425,"about_ca_topic_score_gemma":0.003385919,"domain_scores_codex":[0.9926476,0.003321219,0.001600225,0.0003543286,0.001720404,0.0003561312],"domain_scores_gemma":[0.8829624,0.09444904,0.01285551,0.0008550161,0.007962192,0.000915898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001475397,0.0005628956,0.3785944,0.03441399,0.0007191433,0.001672977,0.2890209,0.000256785,0.003837136,0.001931489,0.01038967,0.2771252],"study_design_scores_gemma":[0.0001354863,0.000693862,0.7331395,0.01389361,0.001101516,0.0009961048,0.1956988,0.0007314304,0.001629819,0.0008014662,0.05109224,0.00008614495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672043,0.008376224,0.001016916,0.002527562,0.0001443699,0.0017166,0.00595257,0.00002985827,0.01303164],"genre_scores_gemma":[0.9642673,0.01561375,0.007670401,0.001559098,0.0004989071,0.003498374,0.00453409,0.0000645458,0.002293441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01697665,"threshold_uncertainty_score":0.04973209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716179127474292,"score_gpt":0.3757925720816105,"score_spread":0.2041746593341813,"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."}}