{"id":"W4214873188","doi":"10.2147/ppa.s347713","title":"Drivers of and Barriers to Adherence to Neovascular Age-Related Macular Degeneration and Diabetic Macular Edema Treatment Management Plans: A Multi-National Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"F. Hoffmann-La Roche","keywords":"Tolerability; Diabetic macular edema; Macular degeneration; Qualitative research; Diabetes mellitus; Diabetic retinopathy; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539836,0.0002385991,0.0003380201,0.0001540625,0.000231011,0.00003051565,0.00006922609,0.00002874765,0.000135276],"category_scores_gemma":[0.00004843171,0.0002025612,0.00005415805,0.0002357896,0.00006932057,0.00007708192,0.000179934,0.00006864506,0.000004401365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151697,"about_ca_system_score_gemma":0.00006493249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200873,"about_ca_topic_score_gemma":0.0000364088,"domain_scores_codex":[0.9981373,0.0002076673,0.0003356339,0.0005698842,0.0005383455,0.0002111627],"domain_scores_gemma":[0.9991448,0.00004233887,0.000102122,0.0001878237,0.0001002702,0.0004226778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00271775,0.006098093,0.4661671,0.000678722,0.004110379,0.0009010596,0.3732081,0.002348039,0.005641228,0.001669709,0.0002057004,0.1362541],"study_design_scores_gemma":[0.02622334,0.07685875,0.5863355,0.00103394,0.003082079,0.00005846242,0.2948778,0.005089631,0.002585769,0.001396829,0.0008448961,0.001612974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996514,0.0005171178,0.00009644755,0.00005794599,0.00003433574,0.002471428,0.0001581587,0.00001807002,0.0001324556],"genre_scores_gemma":[0.9971842,0.0001754047,0.00128718,0.0001254399,0.000003967044,0.000892682,0.00009322381,0.00001223235,0.0002256661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346411,"threshold_uncertainty_score":0.8260205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06124796177608057,"score_gpt":0.3328648782213802,"score_spread":0.2716169164452996,"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."}}