{"id":"W2125280648","doi":"10.1186/s13643-015-0019-1","title":"Patient navigators for people with chronic disease: protocol for a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Diabetes Management and Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services; Women's College Hospital; University of Toronto; Health Sciences Centre; University of Calgary","funders":"Alberta Innovates","keywords":"Medicine; CINAHL; PsycINFO; MEDLINE; Data extraction; Meta-analysis; Randomized controlled trial; Health care; Protocol (science); Family medicine; Intervention (counseling); Systematic review; Alternative medicine; Nursing; Psychological intervention; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006327323,0.001063811,0.03194869,0.0003475987,0.00009538981,0.0001223573,0.0002847359,0.0001262396,0.0001008285],"category_scores_gemma":[0.002027742,0.0004649428,0.005505082,0.001227333,0.00003217072,0.0001200451,0.00005910049,0.0001350507,0.00007827437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320375,"about_ca_system_score_gemma":0.0005654861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002246961,"about_ca_topic_score_gemma":0.000007326301,"domain_scores_codex":[0.9921268,0.001354617,0.00458153,0.000855953,0.0006396992,0.0004414319],"domain_scores_gemma":[0.9909821,0.0005764218,0.005407381,0.002045869,0.000529119,0.0004590734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000004353406,0.00008174661,3.24342e-7,0.9133983,0.07980907,6.647523e-7,0.00004306198,7.19387e-8,3.989023e-10,0.00005141761,0.005743067,0.0008678674],"study_design_scores_gemma":[0.0001302591,0.0001458391,2.115683e-8,0.3505076,0.3825035,0.000004607123,0.000006582928,0.000007652126,1.643493e-9,0.000003684682,0.2665064,0.0001838101],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[2.623713e-9,0.5170364,0.0002481156,0.00005935191,0.00001917305,0.4825358,0.00004780742,0.00002331234,0.0000299605],"genre_scores_gemma":[2.874391e-8,0.447263,0.0004178845,0.0001189893,0.00003992555,0.5498475,0.0003070379,0.00006445128,0.001941107],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5628908,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489667097622011,"score_gpt":0.4369555019938976,"score_spread":0.2879887922316965,"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."}}