{"id":"W4299583686","doi":"","title":"Questioning patient engagement: research scientists&rsquo; perceptions of the challenges of patient engagement in a cardiovascular research network","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Medicine; Engineering ethics; Medical education; Engineering; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1762561,0.0004662735,0.0008332823,0.002325146,0.01907177,0.01517679,0.003784067,0.004337258,0.002372176],"category_scores_gemma":[0.2285853,0.0009473477,0.0007876329,0.002694101,0.02079392,0.01262616,0.02083502,0.007799178,0.0002583914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02618983,"about_ca_system_score_gemma":0.07085441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06285302,"about_ca_topic_score_gemma":0.06555591,"domain_scores_codex":[0.7411484,0.2218772,0.007879914,0.003696494,0.01634219,0.009055849],"domain_scores_gemma":[0.6862366,0.2289117,0.02451044,0.005705194,0.02644562,0.02819051],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005600238,0.00007662696,0.01847086,0.0003740718,0.0000281968,0.0003017279,0.9609269,0.00008539033,0.0002644882,0.00313245,0.002427197,0.01385595],"study_design_scores_gemma":[0.00001241214,0.00009293859,0.003950831,0.0003831703,0.00001183629,0.0001215327,0.9825686,0.0001975018,0.0001046561,0.001165126,0.01135377,0.00003755091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8810078,0.002916592,0.004551935,0.09707161,0.0003722206,0.0008039981,0.0001160019,0.00005342098,0.01310652],"genre_scores_gemma":[0.9907424,0.001090581,0.001622904,0.005661207,0.00006123335,0.0003252706,0.0000292074,0.00001858248,0.0004487366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8237439,"threshold_uncertainty_score":0.9321425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8092212205212375,"score_gpt":0.6909634679668316,"score_spread":0.1182577525544058,"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."}}