{"id":"W2151364953","doi":"10.1200/jop.2014.001564","title":"A Decade of Research on the Quality of Systemic Cancer Therapy in Routine Care: What Aspects of Quality Are We Measuring?","year":2015,"lang":"en","type":"review","venue":"Journal of Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Quality (philosophy); Cancer; Intensive care medicine; MEDLINE; Medical physics; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03143711,0.0003031079,0.00479877,0.0008390374,0.00005106052,0.00003847473,0.0009802876,0.0006582694,0.00006253908],"category_scores_gemma":[0.008340537,0.0002312262,0.0006177865,0.0006998032,0.0003343432,0.0008233287,0.0001130611,0.00194599,0.00001144823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002642835,"about_ca_system_score_gemma":0.003361525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892647,"about_ca_topic_score_gemma":0.0004036624,"domain_scores_codex":[0.9918731,0.002227706,0.004853905,0.0003544847,0.0003091022,0.0003817212],"domain_scores_gemma":[0.9717483,0.006097333,0.01962929,0.0006449881,0.001757799,0.0001223015],"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":[0.003736418,0.002057154,0.004356949,0.02232165,0.002334644,0.00005976353,0.009928128,0.0002074867,0.000006753483,0.1277152,0.002204486,0.8250714],"study_design_scores_gemma":[0.001929065,0.00155896,0.001527825,0.0152776,0.0001272826,0.0000768979,0.008155607,0.000001110416,0.00002044242,0.003537117,0.9675025,0.0002856212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008873409,0.9766911,0.000008933123,0.00288768,0.00103578,0.0006855641,0.000150673,0.000002284158,0.009664553],"genre_scores_gemma":[0.08518405,0.9141723,0.00005819068,0.0001310312,0.0003355038,0.00003166586,0.000001277033,0.00003406527,0.00005192605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.965298,"threshold_uncertainty_score":0.9985003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5733163580677587,"score_gpt":0.5376118225429597,"score_spread":0.03570453552479902,"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."}}