{"id":"W3034308358","doi":"10.2196/17742","title":"Improving Adherence to Adjuvant Hormonal Therapy Among Disadvantaged Women Diagnosed with Breast Cancer in South Carolina: Proposal for a Multimethod Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Hollings Cancer Center, Medical University of South Carolina; National Institutes of Health; University of South Carolina","keywords":"Medicine; Breast cancer; Hormonal therapy; Psychological intervention; Adjuvant; Hormone therapy; Disadvantaged; Adjuvant therapy; Oncology; Cancer; Family medicine; Internal medicine; Gynecology; 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":[0.09301879,0.0008761562,0.001405742,0.003593522,0.008096142,0.00449614,0.004328801,0.003148991,0.003681563],"category_scores_gemma":[0.08490584,0.000915192,0.003547892,0.004548315,0.002336675,0.003692735,0.008578085,0.002222265,0.0002992458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555654,"about_ca_system_score_gemma":0.07549189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0663808,"about_ca_topic_score_gemma":0.1020187,"domain_scores_codex":[0.9581153,0.03020674,0.004001067,0.001912451,0.004328979,0.001435405],"domain_scores_gemma":[0.952803,0.02031176,0.003977104,0.004793091,0.01390483,0.004210262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001786749,0.01732566,0.5241671,0.008859751,0.002954495,0.0002421796,0.04691928,0.00149173,0.0007192328,0.01828502,0.02248133,0.3547675],"study_design_scores_gemma":[0.007352287,0.01372657,0.7596059,0.02434966,0.005206096,0.0003052,0.1050481,0.01442005,0.001683663,0.02131357,0.04662551,0.0003633706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7129398,0.008917489,0.02157284,0.1034789,0.002161684,0.1333219,0.003439915,0.0002361246,0.01393144],"genre_scores_gemma":[0.5483786,0.004622067,0.1963276,0.01736781,0.0005002688,0.2289803,0.001531678,0.0000290187,0.002262543],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.09301879,"threshold_uncertainty_score":0.4919363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2331472831287456,"score_gpt":0.5336163834128903,"score_spread":0.3004691002841448,"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."}}