{"id":"W2565880918","doi":"10.1002/msc.1171","title":"Patient and researcher perspectives on facilitating patient and public involvement in rheumatology research","year":2016,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council; Versus Arthritis; Arthritis Research UK","keywords":"Medicine; Rheumatoid arthritis; Excellence; Clinical research; General partnership; Clinical trial; Translational research; Alternative medicine; Family medicine; Physical therapy; Internal medicine; Pathology; Political science","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":[0.4153627,0.001311135,0.002323325,0.003621675,0.03277636,0.06607901,0.006224811,0.03565957,0.01486671],"category_scores_gemma":[0.4178998,0.002247799,0.00315388,0.004514428,0.03953988,0.03240305,0.06242268,0.04894944,0.003942719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01496106,"about_ca_system_score_gemma":0.06439577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553758,"about_ca_topic_score_gemma":0.003816732,"domain_scores_codex":[0.2964418,0.6318587,0.01761879,0.00733812,0.02666005,0.02008261],"domain_scores_gemma":[0.2891686,0.5474111,0.02981682,0.02119836,0.03946595,0.07293905],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005182822,0.0004118404,0.008126546,0.00289065,0.0002980735,0.006476382,0.6635127,0.0003520535,0.001635454,0.105522,0.1342102,0.07604584],"study_design_scores_gemma":[0.0003403815,0.000489385,0.001670481,0.0032858,0.0001309215,0.003440032,0.4266802,0.0003157205,0.0005765892,0.04479806,0.5180379,0.0002345896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01866031,0.00989026,0.004772484,0.9321198,0.005261554,0.0002488199,0.00009039377,0.0001489654,0.02880722],"genre_scores_gemma":[0.5458211,0.01109125,0.01221342,0.4153539,0.0063357,0.0009462848,0.0001379883,0.0003312781,0.007768972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5846373,"threshold_uncertainty_score":0.7209619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127327572412834,"score_gpt":0.459539921890079,"score_spread":0.2468071646487957,"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."}}