{"id":"W2754946657","doi":"10.1136/annrheumdis-2017-eular.2170","title":"THU0653 Preventing rheumatoid arthritis: a general population pilot study on perspectives of the risk of developing the disease and potential preventative interventions","year":2017,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; McGill University; University of British Columbia","funders":"","keywords":"Rheumatoid arthritis; Medicine; Disease; Psychological intervention; Population; Intensive care medicine; Risk analysis (engineering); Environmental health; Immunology; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001976138,0.0009524028,0.00127746,0.0005558828,0.001233846,0.0006672664,0.0004594806,0.001153593,0.004595277],"category_scores_gemma":[0.001499941,0.0005023978,0.001189701,0.0008991238,0.0005733879,0.0005218678,0.0005244831,0.001218919,0.0006455437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593431,"about_ca_system_score_gemma":0.001108286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552257,"about_ca_topic_score_gemma":0.008638463,"domain_scores_codex":[0.9989938,0.0006015556,0.00004801111,0.000107439,0.0001030744,0.0001460355],"domain_scores_gemma":[0.9993349,0.0001805335,0.00007922763,0.00006971619,0.00009304418,0.000242638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.370494,0.1420786,0.3420787,0.0008171282,0.002945558,0.001725729,0.003356936,0.0006922259,0.02875877,0.0004942435,0.002156857,0.1044014],"study_design_scores_gemma":[0.04466302,0.4274651,0.5172352,0.00007269482,0.003368132,0.0005752419,0.001614519,0.0004474015,0.001699922,0.0002730728,0.002514297,0.00007131373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978203,0.0003628581,0.0001423708,0.0001194746,0.00002729377,0.000352343,0.000262209,0.000007645421,0.0009057144],"genre_scores_gemma":[0.9964423,0.0005296388,0.0005408455,0.0002206775,0.00008900587,0.0004451227,0.0003361257,0.000004111972,0.001392248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005552257,"threshold_uncertainty_score":0.01537275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587007930708531,"score_gpt":0.3655429260784382,"score_spread":0.3068421330075852,"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."}}