{"id":"W4296036965","doi":"10.1002/acr2.11500","title":"Preferences and Insights for Participation in a Rheumatoid Arthritis Clinical Prevention Trial: A <scp>Mixed‐Methods</scp> Study","year":2022,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Research Canada; St. Paul's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Rheumatoid arthritis; Medicine; Clinical trial; Family medicine; Adverse effect; Hydroxychloroquine; Risk perception; Perception; Internal medicine; Physical therapy; Disease; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.004631044,0.0002318032,0.001184482,0.0003024823,0.0004374218,0.0001302762,0.0003863804,0.0001277149,0.0001108648],"category_scores_gemma":[0.003591136,0.0002174369,0.0001219975,0.0003625063,0.0002040323,0.0003378915,0.0007083147,0.0004915008,0.00001177821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000483448,"about_ca_system_score_gemma":0.0003736871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004817719,"about_ca_topic_score_gemma":0.002162271,"domain_scores_codex":[0.9937494,0.003289206,0.00134875,0.0007325055,0.0003307569,0.0005493814],"domain_scores_gemma":[0.9960276,0.002853615,0.0003491928,0.000426377,0.00011759,0.0002255793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02088386,0.01165116,0.3570476,0.0001465475,0.0007696263,0.00008602825,0.02693423,0.00001144367,0.00009716481,0.008973394,0.005873363,0.5675256],"study_design_scores_gemma":[0.4402671,0.05196853,0.2423031,0.0007413845,0.00003915716,0.0009355744,0.07153768,0.002298502,0.0002799158,0.08356383,0.1055348,0.0005305134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846234,0.00618207,0.000387649,0.0003531309,0.0005617984,0.007543013,0.00001222965,0.00005516404,0.0002814937],"genre_scores_gemma":[0.9727855,0.01611136,0.003429316,0.00008352401,0.00001079954,0.007314303,0.00007438698,0.00003683502,0.0001540102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.566995,"threshold_uncertainty_score":0.8866822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0992840756157953,"score_gpt":0.463702212994241,"score_spread":0.3644181373784458,"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."}}