{"id":"W2518111948","doi":"10.1200/jop.2016.011304","title":"Improving Oral Oncolytic Patient Self-Management","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audit; Documentation; Medical record; Emergency medicine; Quality management; MEDLINE; Medical emergency; Internal medicine; Management 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008446288,0.00008107223,0.0002606191,0.0001072115,0.00004249572,0.00000802258,0.0001189163,0.00007403435,0.0005068402],"category_scores_gemma":[0.001151234,0.00004791924,0.00007184309,0.0001234455,0.00004308559,0.0003840176,0.0000421165,0.0002485751,0.0005746108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004245802,"about_ca_system_score_gemma":0.0005349854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003096339,"about_ca_topic_score_gemma":4.386774e-7,"domain_scores_codex":[0.9987077,0.0001442794,0.0004964032,0.0001135073,0.0003714052,0.0001666944],"domain_scores_gemma":[0.9976244,0.0005039459,0.001037633,0.0001834775,0.0004585295,0.000191993],"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":[0.001101669,0.001283173,0.000945784,0.00005050449,0.0003476673,0.001505552,0.0002731401,6.56383e-7,0.003127536,0.0006702317,0.04891566,0.9417784],"study_design_scores_gemma":[0.00349556,0.003739309,0.001993988,0.0001524405,0.0004591284,0.003547432,0.0009700854,0.00002223516,0.0003896581,0.00008904874,0.9850742,0.00006691803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3284223,0.001401988,0.02896118,0.2422181,0.004001973,0.001241771,0.000001988431,0.0001157799,0.3936349],"genre_scores_gemma":[0.8740239,0.001168972,0.1061081,0.01303826,0.0004769736,0.00001737541,3.605237e-7,0.00001828768,0.005147798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9417115,"threshold_uncertainty_score":0.7385651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321141279726615,"score_gpt":0.3652182067441105,"score_spread":0.333104078771449,"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."}}