{"id":"W6920792893","doi":"10.6084/m9.figshare.22015439.v2","title":"Medication Adherence: Most Important but Mostly Despised","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Health care; Pharmacy; Mortality rate; Developed country; Public health; Incidence (geometry); Healthcare system","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":[0.005229992,0.0004597784,0.001102832,0.001082983,0.001488803,0.006073407,0.0009227357,0.00472966,0.02198972],"category_scores_gemma":[0.01976001,0.0002167415,0.0006311761,0.001401186,0.002800585,0.004502669,0.003242258,0.004935308,0.008252134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478859,"about_ca_system_score_gemma":0.003502884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590975,"about_ca_topic_score_gemma":0.004511113,"domain_scores_codex":[0.9919613,0.002940096,0.0006266787,0.0006097596,0.003146961,0.0007151485],"domain_scores_gemma":[0.9806012,0.005708248,0.002699751,0.001313239,0.004530678,0.00514692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001048025,0.00009813909,0.004035246,0.001404862,0.00007997376,0.0003222606,0.0009199418,0.00004947641,0.0004427212,0.005810344,0.3454167,0.6413156],"study_design_scores_gemma":[0.00004077738,0.0002138445,0.01177466,0.007915426,0.00006981949,0.001474195,0.00176084,0.0001061166,0.000280586,0.009764529,0.9665378,0.00006142849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004893288,0.2050457,0.001610871,0.732277,0.01249025,0.00004711537,0.0003860897,0.0002884114,0.04296118],"genre_scores_gemma":[0.1361966,0.3679431,0.004295289,0.3814776,0.05169558,0.0001201156,0.0009585425,0.0002521421,0.05706108],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02198972,"threshold_uncertainty_score":0.07356298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124252689345915,"score_gpt":0.3487871901798182,"score_spread":0.2363619212452268,"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."}}