{"id":"W4206936353","doi":"10.1158/1055-9965.epi-21-0341","title":"Comparison of Approaches for Measuring Adherence and Persistence to Oral Oncologic Therapies in Patients Diagnosed with Metastatic Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North Carolina Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill; Novo Nordisk; UCB US; Queen's University; Cancer Research UK; GlaxoSmithKline; AstraZeneca; Queen's University Belfast; Bristol-Myers Squibb","keywords":"Medicine; Pazopanib; Renal cell carcinoma; Persistence (discontinuity); Internal medicine; Sunitinib; Confidence interval; Cumulative incidence; Censoring (clinical trials); Incidence (geometry); Cause of death; Oncology; Epidemiology; Disease; Transplantation; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02741224,0.0006797263,0.001300421,0.003062665,0.0005410639,0.00183321,0.001287924,0.001213744,0.0007666883],"category_scores_gemma":[0.04550171,0.0003523781,0.003404816,0.002754984,0.0005614629,0.001085373,0.001912923,0.001607548,0.0001557746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002207214,"about_ca_system_score_gemma":0.001453393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004950689,"about_ca_topic_score_gemma":0.008233259,"domain_scores_codex":[0.9749259,0.01661298,0.002259567,0.001687702,0.004021132,0.0004927036],"domain_scores_gemma":[0.9539949,0.02500711,0.01439076,0.001401676,0.004282847,0.0009226672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002325187,0.0002774447,0.9609663,0.0004413385,0.003738343,0.00001490373,0.0004917266,0.001706509,0.0001278975,0.0002643765,0.0003356351,0.02931031],"study_design_scores_gemma":[0.0004846805,0.003928329,0.9707538,0.0004503903,0.001559493,0.0001851067,0.001171308,0.01882773,0.0005218523,0.0008395626,0.001179829,0.00009791701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983687,0.006551389,0.004601476,0.0005643182,0.00008353355,0.0005784429,0.001476976,0.00003183908,0.002425171],"genre_scores_gemma":[0.9930356,0.000740237,0.004606499,0.0001618917,0.00004591103,0.0004496555,0.0007767714,0.00000589667,0.0001774212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741224,"threshold_uncertainty_score":0.1449715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2705672300839741,"score_gpt":0.3740158288427589,"score_spread":0.1034485987587848,"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."}}