{"id":"W1952026112","doi":"10.13034/jsst.v8i1.46","title":"A Novel Text-Message Reminder System to Address Medication Non-Adherence","year":2015,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medication adherence; Medicine; Disease; Psychological intervention; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001065966,0.0006968838,0.0006893687,0.0007018135,0.0002707067,0.0005544733,0.0009005299,0.001203917,0.005991929],"category_scores_gemma":[0.003711122,0.0002325495,0.000482307,0.0003377662,0.0001498833,0.0008176312,0.0005038134,0.0005471905,0.001556069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001226,"about_ca_system_score_gemma":0.0003778709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005343938,"about_ca_topic_score_gemma":0.0004297245,"domain_scores_codex":[0.9992442,0.0002236106,0.00008515525,0.0001857163,0.000206251,0.00005506915],"domain_scores_gemma":[0.9983011,0.001001699,0.0001797502,0.000140809,0.0002899228,0.00008688025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005703976,0.003105424,0.007137455,0.001932824,0.0002616091,0.000564621,0.0006593079,0.001674507,0.1699965,0.0005372064,0.01849308,0.7899336],"study_design_scores_gemma":[0.01021717,0.03800854,0.1236764,0.00104084,0.00353727,0.007594328,0.0006811797,0.175689,0.4504482,0.003025693,0.1850893,0.0009921717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6249871,0.007679693,0.3149795,0.002394745,0.003364168,0.005099959,0.003670397,0.02885165,0.008972799],"genre_scores_gemma":[0.7172186,0.001803571,0.2581987,0.002149092,0.001047498,0.002796368,0.001951912,0.0003628513,0.01447121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005991929,"threshold_uncertainty_score":0.02004504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697708142037806,"score_gpt":0.3666751152969789,"score_spread":0.3096980338766009,"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."}}