{"id":"W2929958482","doi":"10.9745/ghsp-d-19-00091","title":"Retaining Patients in Care: An Important but Neglected Challenge","year":2019,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Malnutrition; Human immunodeficiency virus (HIV); Medicine; Health care; Nursing; Intensive care medicine; Family medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00454842,0.0004654648,0.000956065,0.0003473295,0.001947085,0.00007808043,0.000804197,0.001024428,0.00005520268],"category_scores_gemma":[0.002754482,0.0004220164,0.00004935819,0.001432543,0.0002832809,0.001943514,0.0004313671,0.004537709,0.0001806045],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006657728,"about_ca_system_score_gemma":0.03602308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01986836,"about_ca_topic_score_gemma":0.003287674,"domain_scores_codex":[0.9912049,0.001521459,0.001601549,0.001359315,0.00178995,0.00252289],"domain_scores_gemma":[0.9938113,0.001483676,0.001701791,0.0009454319,0.001547714,0.0005100843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002564982,0.00008416952,0.07197296,0.002399442,0.000009740354,0.0001450658,0.005497198,1.95862e-7,4.048007e-7,0.0003087123,0.8835601,0.03576555],"study_design_scores_gemma":[0.0009629769,0.0008284218,0.0693889,0.0002915805,0.00002061901,0.00001655604,0.003543652,0.00001204514,5.406201e-8,0.0001424423,0.9244277,0.0003649674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009457568,0.004525285,0.000002703956,0.9230182,0.003647269,0.002806549,0.0003094263,0.0001331896,0.05609985],"genre_scores_gemma":[0.007116079,0.007674801,0.0005324538,0.9825793,0.001403252,0.00009152579,0.000378752,0.00003509333,0.0001887731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05956111,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07392410479238745,"score_gpt":0.4778466191189671,"score_spread":0.4039225143265797,"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."}}