{"id":"W4401506366","doi":"10.1136/bmjopen-2023-083783","title":"Case management in primary healthcare for people with complex needs to improve integrated care: a large-scale implementation study protocol","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aluminium Refining, Degassing and Filtering (Canada); HEC Montréal; Nova Scotia Health Authority; University of British Columbia; Institute for Circumpolar Health Research; Dalhousie University; University of New Brunswick; University of Saskatchewan; Université Laval; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Primary care; Scale (ratio); Health care; Health services research; Primary health care; Nursing; Public health; Family medicine; Alternative medicine; Environmental health; Pathology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1030763,0.00309455,0.004356366,0.005517651,0.008789863,0.005206922,0.007010325,0.005224206,0.03826185],"category_scores_gemma":[0.06465102,0.004626588,0.003818279,0.004794557,0.004460016,0.004697721,0.005608093,0.006962342,0.008080488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02398417,"about_ca_system_score_gemma":0.110334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02487851,"about_ca_topic_score_gemma":0.04271652,"domain_scores_codex":[0.9540931,0.02655986,0.006495635,0.003044397,0.005894669,0.003912331],"domain_scores_gemma":[0.9374825,0.01656228,0.005467893,0.008478681,0.02276275,0.009245893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.078066,0.1201913,0.02889523,0.07300431,0.001284163,0.004832927,0.0537855,0.008262011,0.005322328,0.01681921,0.1179446,0.4915924],"study_design_scores_gemma":[0.2769301,0.08355442,0.1274863,0.04920099,0.001294556,0.00091903,0.06406664,0.006943868,0.005934999,0.01282747,0.3695328,0.001308843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001748959,0.0000344498,0.0008969179,0.0001029135,0.00002661289,0.9962963,0.0004359978,0.00001766663,0.000440149],"genre_scores_gemma":[0.001163358,0.00004746164,0.002239083,0.00007804227,0.000006800151,0.9961941,0.0001214197,0.000001882535,0.0001478528],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1030763,"threshold_uncertainty_score":0.5451263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09647803188553587,"score_gpt":0.5653496500511404,"score_spread":0.4688716181656045,"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."}}