{"id":"W3089319728","doi":"10.1136/annrheumdis-2020-217895","title":"Towards consensus in defining and handling contextual factors within rheumatology trials: an initial qualitative study from an OMERACT working group","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; Ottawa Hospital; Institute for Work & Health; University of Toronto","funders":"Odense Universitetshospital; University of Leeds; National Institute for Health and Care Research; University of Bristol; Amsterdam University Medical Centers; School of Medicine, Duke University; University of Washington; Parker Institute for Cancer Immunotherapy; Université de Lorraine; Oak Foundation","keywords":"Medicine; Rheumatology; Internal medicine; Qualitative research; Family medicine; Alternative medicine; Physical therapy; Clinical trial; Pathology","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":["metaresearch"],"category_scores_codex":[0.3724357,0.001114478,0.002187138,0.0029096,0.02066061,0.01320654,0.006499658,0.008406858,0.002382885],"category_scores_gemma":[0.4215748,0.002031543,0.00137689,0.002829047,0.01555302,0.01183329,0.02089265,0.01390024,0.0004636909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01643367,"about_ca_system_score_gemma":0.04088727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00602022,"about_ca_topic_score_gemma":0.008080633,"domain_scores_codex":[0.5433412,0.4087881,0.01514292,0.006842855,0.01394612,0.01193895],"domain_scores_gemma":[0.3608674,0.566999,0.01588329,0.008268516,0.03049008,0.01749159],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008886874,0.0001455337,0.002195811,0.000476527,0.00002248,0.0002976363,0.9870292,0.00008278787,0.0007829315,0.000936944,0.0005451703,0.007396243],"study_design_scores_gemma":[0.0000754082,0.0002612389,0.001873976,0.001011183,0.0000273018,0.000218739,0.9867564,0.0003550113,0.0005429935,0.001607005,0.007201704,0.0000690556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198699,0.001934515,0.0314298,0.03369517,0.0004944628,0.006970532,0.0001825166,0.00008307937,0.005339996],"genre_scores_gemma":[0.9661376,0.0008679836,0.02058974,0.006285913,0.00009373132,0.004634383,0.0000887129,0.000122641,0.001179231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6275643,"threshold_uncertainty_score":0.7738986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5109180140231975,"score_gpt":0.5595759363645055,"score_spread":0.04865792234130806,"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."}}