{"id":"W4280572975","doi":"10.1186/s41231-022-00114-8","title":"Collaboration between biomedical research and community-based primary health care actors in chronic disease management: a scoping review","year":2022,"lang":"en","type":"review","venue":"Translational Medicine Communications","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Sherbrooke; University of Ottawa; Cegep regional de Lanaudiere; McGill University Health Centre; McGill University; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université Laval","funders":"Diabetes Action Canada; Diabetes Action Research and Education Foundation","keywords":"Inclusion (mineral); MEDLINE; Grey literature; Health care; Medicine; Cochrane Library; Disease management; Multidisciplinary approach; Family medicine; Medical education; Alternative medicine; Psychology; Health management system; Political science; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.06851105,0.002146666,0.007292822,0.0319858,0.002721029,0.01063392,0.003663141,0.006517054,0.005084305],"category_scores_gemma":[0.2440544,0.002283932,0.008283313,0.03611024,0.003390724,0.01027822,0.006700559,0.003359195,0.0007981426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326566,"about_ca_system_score_gemma":0.04217581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062635,"about_ca_topic_score_gemma":0.01878728,"domain_scores_codex":[0.9218802,0.04229862,0.02277315,0.003159644,0.008293437,0.001595027],"domain_scores_gemma":[0.6750935,0.2773857,0.0255892,0.003665296,0.01658804,0.001678284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001408226,0.00004630112,0.001215372,0.8907253,0.002652104,0.000145085,0.001971201,0.0002867639,0.00008926895,0.002949207,0.003005726,0.09677278],"study_design_scores_gemma":[0.00003486462,0.00004331882,0.0008553308,0.9797528,0.003842235,0.0001094183,0.0007849937,0.00008010598,0.00005747739,0.000751279,0.01367078,0.00001742875],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007299155,0.995924,0.000449873,0.00106595,0.0002295844,0.0005961691,0.0001095501,0.000007665749,0.0008873872],"genre_scores_gemma":[0.0119698,0.9830812,0.001683983,0.0007355918,0.0002013472,0.002017437,0.0001741889,0.000007932535,0.0001285744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06851105,"threshold_uncertainty_score":0.3623254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4842434055528255,"score_gpt":0.6230056013873184,"score_spread":0.138762195834493,"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."}}