{"id":"W4387331726","doi":"10.1186/s12877-023-04318-x","title":"Systematic review of research barriers, facilitators, and stakeholders in long-term care and geriatric settings, and a conceptual mapping framework to build research capacity","year":2023,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal","keywords":"Conceptual framework; Systematic review; Medicine; Stakeholder; Knowledge management; Psychology; Nursing; MEDLINE; Public relations; Sociology; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1862875,0.002760603,0.007761087,0.06606845,0.005937465,0.01142326,0.005174202,0.003577633,0.003064081],"category_scores_gemma":[0.3767896,0.002509344,0.007658909,0.06401804,0.006654713,0.02128975,0.01059862,0.003218731,0.0003629779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02648007,"about_ca_system_score_gemma":0.08462791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167052,"about_ca_topic_score_gemma":0.03798219,"domain_scores_codex":[0.7664177,0.1478503,0.0548877,0.007863575,0.0204048,0.002575855],"domain_scores_gemma":[0.6313793,0.3004606,0.03278007,0.007141876,0.02635465,0.001883539],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000160554,0.00005095749,0.003962547,0.7856361,0.003686694,0.0004436325,0.03297617,0.001161379,0.0004532778,0.02158402,0.005450927,0.1444337],"study_design_scores_gemma":[0.0001128939,0.0001154956,0.003400506,0.9190785,0.007129289,0.0002420943,0.02116802,0.0005888609,0.0002528113,0.009801442,0.03802952,0.00008055382],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01567489,0.9131754,0.0308819,0.0124361,0.001144042,0.01836548,0.002466682,0.0001329925,0.005722507],"genre_scores_gemma":[0.1723692,0.5994071,0.1479918,0.004869785,0.0003385009,0.07143639,0.002604765,0.00009923463,0.0008831403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8137125,"threshold_uncertainty_score":0.9851944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3170647474779478,"score_gpt":0.5000350069346822,"score_spread":0.1829702594567344,"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."}}