{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426412,0.0002205809,0.0003044544,0.0004906796,0.0009872938,0.00001644477,0.000152344,0.0001912827,0.000250322],"category_scores_gemma":[0.000906528,0.0001494817,0.00004494804,0.0003027421,0.0003620434,0.0001563709,0.0006815149,0.0007691329,0.0001098114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041172,"about_ca_system_score_gemma":0.0002528288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725786,"about_ca_topic_score_gemma":0.00195963,"domain_scores_codex":[0.994118,0.002408305,0.00066645,0.0007169941,0.000828768,0.001261428],"domain_scores_gemma":[0.9968958,0.001553695,0.0001205766,0.0004750705,0.0004769396,0.0004778461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003059705,0.0003251951,0.5604872,0.004899326,0.00002264358,0.00001525115,0.2393617,3.034035e-7,0.0002147027,0.01014137,0.0009651678,0.1832612],"study_design_scores_gemma":[0.002583932,0.004650111,0.04116689,0.002677987,0.000003227145,0.000001129309,0.9358698,0.00001545503,0.00004559775,0.001238173,0.01142501,0.000322672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896512,0.002644081,0.000004124307,0.002198655,0.0002091169,0.002106487,0.00009975056,0.00003560759,0.003050954],"genre_scores_gemma":[0.997947,0.0006249609,0.0001633318,0.0002174678,0.00002453527,0.0008516922,0.0000501988,0.0000255729,0.00009528479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6965081,"threshold_uncertainty_score":0.7593565,"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."}}