{"id":"W2903215734","doi":"10.1136/bmjopen-2018-026433","title":"Case management in primary care for frequent users of healthcare services with chronic diseases and complex care needs: an implementation and realist evaluation protocol","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Institut National d'Excellence en Santé et en Services Sociaux; Centre Hospitalier Universitaire de Sherbrooke; Horizon Health Network; Government of New Brunswick; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Nova Scotia Health Authority; Community Sector Council Newfoundland and Labrador; Sturgeon Community Hospital; McGill University; Université Laval; Université du Québec à Chicoutimi; University of New Brunswick; University of Saskatchewan; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Dalhousie University; Ministère de la Santé et des Services Sociaux (Québec); Memorial University of Newfoundland; Université du Québec à Montréal; McMaster University; Université de Sherbrooke","funders":"Nova Scotia Health Authority; Fondation de la recherche en santé du Nouveau-Brunswick; Dalhousie Medical Research Foundation; Université de Sherbrooke; Fonds de Recherche du Québec - Santé; Université du Québec à Chicoutimi; Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Medicine; Intervention (counseling); Protocol (science); Health care; Nursing; Primary care; Medical education; Family medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004385897,0.0001074079,0.000174443,0.0001226695,0.0005094084,0.00003537933,0.0001027105,0.000049132,0.00009991811],"category_scores_gemma":[0.000004875886,0.00008864874,0.000008433538,0.000183724,0.00004209237,0.0003581154,0.0001232645,0.00005271406,8.646153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110022,"about_ca_system_score_gemma":0.001466952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008876773,"about_ca_topic_score_gemma":0.1737041,"domain_scores_codex":[0.9985251,0.0004486476,0.0004050453,0.0002332077,0.0002188262,0.0001691072],"domain_scores_gemma":[0.9984922,0.00003693295,0.000310223,0.0002213493,0.0008559535,0.00008327192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.009849103,0.0002549434,0.4745697,0.06201778,0.0001024253,0.00001841195,0.3135703,0.0000224219,0.0001990903,0.01090255,0.002098852,0.1263944],"study_design_scores_gemma":[0.006723836,0.001263196,0.3763143,0.001743604,0.00006886035,0.000006231031,0.6092575,0.0005062072,0.00002381294,0.0002632209,0.003647777,0.0001814649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5704695,0.00004897191,0.0000363187,0.001414101,0.0001559348,0.4262179,0.0003813671,0.00001650774,0.001259435],"genre_scores_gemma":[0.6984956,0.00000163647,0.001551324,0.0007189416,0.00009527493,0.2976911,0.001394163,0.00001366315,0.00003834141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2956872,"threshold_uncertainty_score":0.9977232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527477001659413,"score_gpt":0.5865756739864799,"score_spread":0.4338279738205386,"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."}}