{"id":"W4387652542","doi":"10.1016/j.annonc.2023.10.001","title":"ESMO Guidance for Reporting Oncology real-World evidence (GROW)","year":2023,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":210,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; Queen's University; University Health Network","funders":"Foundation Medicine; Genentech; Gilead Sciences; Servier; European Society for Medical Oncology; Eisai; Astellas Pharma; Nordic Pharma Group; Clovis Oncology; National Institute for Health and Care Research; Sirtex Medical; Cancer Research UK; Seagen; Cilag; Puma Biotechnology; Pfizer; Incyte; Ipsen; AstraZeneca; Associazione Italiana di Oncologia Medica; European Commission; Sanofi; Amgen; Les Laboratories Pierre Fabre; Eli Lilly and Company","keywords":"Medicine; Real world evidence; Multidisciplinary approach; Expert opinion; Oncology; Medical education; Internal medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08402225,0.002513677,0.004863825,0.0196908,0.001761453,0.01433349,0.008241163,0.01671061,0.1081907],"category_scores_gemma":[0.381464,0.003216281,0.009872297,0.02098193,0.002050194,0.006881871,0.01018998,0.0087703,0.08696502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005748987,"about_ca_system_score_gemma":0.03379307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077117,"about_ca_topic_score_gemma":0.02608486,"domain_scores_codex":[0.8783321,0.05998863,0.03836591,0.002064647,0.01808616,0.003162541],"domain_scores_gemma":[0.6571226,0.1584815,0.04291466,0.01591987,0.1158248,0.009736605],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001968505,0.00007216575,0.0005843545,0.004364817,0.0001886916,0.00009970134,0.0001922028,0.0004721644,0.0001183278,0.00355016,0.938539,0.05162152],"study_design_scores_gemma":[0.0006944475,0.00008766011,0.00388558,0.02431237,0.0003163072,0.0002758954,0.000283443,0.0006263038,0.0004014218,0.01181396,0.9571809,0.0001217161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001991645,0.02573108,0.09018343,0.1821096,0.01512096,0.03932687,0.4157759,0.01761838,0.2121421],"genre_scores_gemma":[0.00955618,0.02999716,0.5333587,0.0911188,0.006895163,0.09855991,0.1326458,0.007651129,0.09021719],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9159778,"threshold_uncertainty_score":0.4443574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8580284612856468,"score_gpt":0.6253593534122207,"score_spread":0.2326691078734261,"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."}}