{"id":"W2972054688","doi":"10.2147/ppa.s213113","title":"&lt;p&gt;Accountability in patient adherence&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Galderma; Celgene; Sanofi; Wake Forest Clinical and Translational Science Institute, Wake Forest School of Medicine; Pfizer","keywords":"Medicine; Accountability; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002814434,0.0004289704,0.0006664999,0.0001754401,0.0000935647,0.00006525104,0.0003162585,0.0002226127,0.005032754],"category_scores_gemma":[0.0001987713,0.0003647813,0.0001006808,0.0005711563,0.0002046232,0.0004258291,0.0002011932,0.0004691643,0.002808208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240807,"about_ca_system_score_gemma":0.0003367521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238616,"about_ca_topic_score_gemma":0.0001016631,"domain_scores_codex":[0.9964395,0.00012745,0.000901756,0.001048298,0.0008185733,0.0006644468],"domain_scores_gemma":[0.9978691,0.000157329,0.0003405013,0.0009469498,0.0002892569,0.0003968041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208728,0.001859054,0.5912495,0.0009273788,0.00007482692,0.00006090498,0.004920643,0.00002184714,0.04232007,0.003785272,0.004252972,0.3493189],"study_design_scores_gemma":[0.008245539,0.01199544,0.8674045,0.005658467,0.0001439513,0.0001679151,0.002996921,0.003772033,0.01215512,0.005054838,0.08002809,0.002377192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586157,0.001120457,0.00005728214,0.0001752823,0.0003918594,0.001574265,0.00002474045,0.00009602006,0.03794437],"genre_scores_gemma":[0.9954311,0.0004679382,0.0005512681,0.0008109367,0.0000411648,0.0003451349,0.00005473027,0.00002386958,0.002273873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3469417,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131203599548689,"score_gpt":0.2844213467106455,"score_spread":0.2331093107151586,"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."}}